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ORCIDBibTeX records: Thanh-Toan Do
@inproceedings{DBLP:conf/aaai/Le0LDDT24,
author = {Minh{-}Quan Le and
Tam V. Nguyen and
Trung{-}Nghia Le and
Thanh{-}Toan Do and
Minh N. Do and
Minh{-}Triet Tran},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic
Model for Few-Shot Instance Segmentation},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {2874--2881},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i3.28068},
doi = {10.1609/AAAI.V38I3.28068},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Le0LDDT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccel/VinhQDTH24,
author = {Tran Quang Vinh and
Dinh Viet Quan and
Thanh{-}Toan Do and
Le Quoc Trung and
Truong Thu Huong},
title = {An Efficient Lightweight Anomaly Detection for 5G Core Network},
booktitle = {{IEEE} International Conference on Consumer Electronics, {ICCE} 2024,
Las Vegas, NV, USA, January 6-8, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICCE59016.2024.10444414},
doi = {10.1109/ICCE59016.2024.10444414},
timestamp = {Fri, 08 Mar 2024 08:28:36 +0100},
biburl = {https://dblp.org/rec/conf/iccel/VinhQDTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/0007NLP0D24,
author = {Cuong Pham and
Van{-}Anh Nguyen and
Trung Le and
Dinh Q. Phung and
Gustavo Carneiro and
Thanh{-}Toan Do},
title = {Frequency Attention for Knowledge Distillation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {2266--2275},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00227},
doi = {10.1109/WACV57701.2024.00227},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/0007NLP0D24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-01387,
author = {Parul Gupta and
Tuan Nguyen and
Abhinav Dhall and
Munawar Hayat and
Trung Le and
Thanh{-}Toan Do},
title = {DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition},
journal = {CoRR},
volume = {abs/2401.01387},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01387},
doi = {10.48550/ARXIV.2401.01387},
eprinttype = {arXiv},
eprint = {2401.01387},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05894,
author = {Cuong Pham and
Van{-}Anh Nguyen and
Trung Le and
Dinh Q. Phung and
Gustavo Carneiro and
Thanh{-}Toan Do},
title = {Frequency Attention for Knowledge Distillation},
journal = {CoRR},
volume = {abs/2403.05894},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05894},
doi = {10.48550/ARXIV.2403.05894},
eprinttype = {arXiv},
eprint = {2403.05894},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/0006DC23,
author = {Cuong Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {PAC-Bayes Meta-Learning With Implicit Task-Specific Posteriors},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {1},
pages = {841--851},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3147798},
doi = {10.1109/TPAMI.2022.3147798},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/0006DC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/VuDNNNN23,
author = {Anh{-}Khoa Nguyen Vu and
Thanh{-}Toan Do and
Nhat{-}Duy Nguyen and
Vinh{-}Tiep Nguyen and
Thanh Duc Ngo and
Tam V. Nguyen},
title = {Instance-Level Few-Shot Learning With Class Hierarchy Mining},
journal = {{IEEE} Trans. Image Process.},
volume = {32},
pages = {2374--2385},
year = {2023},
url = {https://doi.org/10.1109/TIP.2023.3267621},
doi = {10.1109/TIP.2023.3267621},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/VuDNNNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HoangDNC23,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Tam V. Nguyen and
Ngai{-}Man Cheung},
title = {Multimodal Mutual Information Maximization: {A} Novel Approach for
Unsupervised Deep Cross-Modal Hashing},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {9},
pages = {6289--6302},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3135420},
doi = {10.1109/TNNLS.2021.3135420},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HoangDNC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/assets/GamageDPLM23,
author = {Bhanuka Gamage and
Thanh{-}Toan Do and
Nicholas Seow Chiang Price and
Arthur James Lowery and
Kim Marriott},
title = {What do Blind and Low-Vision People Really Want from Assistive Smart
Devices? Comparison of the Literature with a Focus Study},
booktitle = {Proceedings of the 25th International {ACM} {SIGACCESS} Conference
on Computers and Accessibility, {ASSETS} 2023, New York, NY, USA,
October 22-25, 2023},
pages = {30:1--30:21},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3597638.3608955},
doi = {10.1145/3597638.3608955},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/assets/GamageDPLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenLBDP23,
author = {Van{-}Anh Nguyen and
Trung Le and
Anh Tuan Bui and
Thanh{-}Toan Do and
Dinh Q. Phung},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Optimal Transport Model Distributional Robustness},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4b91825aec2ed35150f1d3e8fb195556-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NguyenLBDP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenVPDPL23,
author = {Van{-}Anh Nguyen and
Tung{-}Long Vuong and
Hoang Phan and
Thanh{-}Toan Do and
Dinh Q. Phung and
Trung Le},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Flat Seeking Bayesian Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/61f4e5747b1b753cb35546b15d981f76-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NguyenVPDPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PhamNL00D23,
author = {Van Cuong Pham and
Cuong C. Nguyen and
Trung Le and
Dinh Phung and
Gustavo Carneiro and
Thanh{-}Toan Do},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Model and Feature Diversity for Bayesian Neural Networks in Mutual
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ff521f7570d6ed23217ba5780753a1f7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PhamNL00D23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/GargNFDC23,
author = {Arpit Garg and
Cuong Nguyen and
Rafael Felix and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Instance-Dependent Noisy Label Learning via Graphical Modelling},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {2287--2297},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00232},
doi = {10.1109/WACV56688.2023.00232},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/GargNFDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/PhamHD23,
author = {Cuong Pham and
Tuan Hoang and
Thanh{-}Toan Do},
title = {Collaborative Multi-Teacher Knowledge Distillation for Learning Low
Bit-width Deep Neural Networks},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {6424--6432},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00637},
doi = {10.1109/WACV56688.2023.00637},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/PhamHD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01400,
author = {Cuong Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Task Weighting in Meta-learning with Trajectory Optimisation},
journal = {CoRR},
volume = {abs/2301.01400},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01400},
doi = {10.48550/ARXIV.2301.01400},
eprinttype = {arXiv},
eprint = {2301.01400},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01405,
author = {Cuong Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Towards the Identifiability in Noisy Label Learning: {A} Multinomial
Mixture Approach},
journal = {CoRR},
volume = {abs/2301.01405},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01405},
doi = {10.48550/ARXIV.2301.01405},
eprinttype = {arXiv},
eprint = {2301.01405},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02713,
author = {Van{-}Anh Nguyen and
Long Tung Vuong and
Hoang Phan and
Thanh{-}Toan Do and
Dinh Q. Phung and
Trung Le},
title = {Flat Seeking Bayesian Neural Networks},
journal = {CoRR},
volume = {abs/2302.02713},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02713},
doi = {10.48550/ARXIV.2302.02713},
eprinttype = {arXiv},
eprint = {2302.02713},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05105,
author = {Minh{-}Quan Le and
Tam V. Nguyen and
Trung{-}Nghia Le and
Thanh{-}Toan Do and
Minh N. Do and
Minh{-}Triet Tran},
title = {MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic
Model for Few-Shot Instance Segmentation},
journal = {CoRR},
volume = {abs/2303.05105},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05105},
doi = {10.48550/ARXIV.2303.05105},
eprinttype = {arXiv},
eprint = {2303.05105},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-10802,
author = {Arpit Garg and
Cuong Nguyen and
Rafael Felix and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {{PASS:} Peer-Agreement based Sample Selection for training with Noisy
Labels},
journal = {CoRR},
volume = {abs/2303.10802},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.10802},
doi = {10.48550/ARXIV.2303.10802},
eprinttype = {arXiv},
eprint = {2303.10802},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-10802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00157,
author = {Jiaqi Jiang and
Guanqun Cao and
Jiankang Deng and
Thanh{-}Toan Do and
Shan Luo},
title = {Robotic Perception of Transparent Objects: {A} Review},
journal = {CoRR},
volume = {abs/2304.00157},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00157},
doi = {10.48550/ARXIV.2304.00157},
eprinttype = {arXiv},
eprint = {2304.00157},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07444,
author = {Thanh{-}Danh Nguyen and
Anh{-}Khoa Nguyen Vu and
Nhat{-}Duy Nguyen and
Vinh{-}Tiep Nguyen and
Thanh Duc Ngo and
Thanh{-}Toan Do and
Minh{-}Triet Tran and
Tam V. Nguyen},
title = {Few-shot Camouflaged Animal Detection and Segmentation},
journal = {CoRR},
volume = {abs/2304.07444},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07444},
doi = {10.48550/ARXIV.2304.07444},
eprinttype = {arXiv},
eprint = {2304.07444},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07459,
author = {Anh{-}Khoa Nguyen Vu and
Thanh{-}Toan Do and
Nhat{-}Duy Nguyen and
Vinh{-}Tiep Nguyen and
Thanh Duc Ngo and
Tam V. Nguyen},
title = {Instance-level Few-shot Learning with Class Hierarchy Mining},
journal = {CoRR},
volume = {abs/2304.07459},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07459},
doi = {10.48550/ARXIV.2304.07459},
eprinttype = {arXiv},
eprint = {2304.07459},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19486,
author = {Arpit Garg and
Cuong Nguyen and
Rafael Felix and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Noisy-label Learning with Sample Selection based on Noise Rate Estimate},
journal = {CoRR},
volume = {abs/2305.19486},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19486},
doi = {10.48550/ARXIV.2305.19486},
eprinttype = {arXiv},
eprint = {2305.19486},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04178,
author = {Van{-}Anh Nguyen and
Trung Le and
Anh Tuan Bui and
Thanh{-}Toan Do and
Dinh Q. Phung},
title = {Optimal Transport Model Distributional Robustness},
journal = {CoRR},
volume = {abs/2306.04178},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04178},
doi = {10.48550/ARXIV.2306.04178},
eprinttype = {arXiv},
eprint = {2306.04178},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-15005,
author = {Anh{-}Khoa Nguyen Vu and
Thanh{-}Toan Do and
Vinh{-}Tiep Nguyen and
Tam Le and
Minh{-}Triet Tran and
Tam V. Nguyen},
title = {Few-Shot Object Detection via Synthetic Features with Optimal Transport},
journal = {CoRR},
volume = {abs/2308.15005},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.15005},
doi = {10.48550/ARXIV.2308.15005},
eprinttype = {arXiv},
eprint = {2308.15005},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-15005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-15660,
author = {Minh{-}Quan Le and
Minh{-}Triet Tran and
Trung{-}Nghia Le and
Tam V. Nguyen and
Thanh{-}Toan Do},
title = {Unveiling Camouflage: {A} Learnable Fourier-based Augmentation for
Camouflaged Object Detection and Instance Segmentation},
journal = {CoRR},
volume = {abs/2308.15660},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.15660},
doi = {10.48550/ARXIV.2308.15660},
eprinttype = {arXiv},
eprint = {2308.15660},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-15660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/VuNNNNDN22,
author = {Anh{-}Khoa Nguyen Vu and
Nhat{-}Duy Nguyen and
Khanh{-}Duy Nguyen and
Vinh{-}Tiep Nguyen and
Thanh Duc Ngo and
Thanh{-}Toan Do and
Tam V. Nguyen},
title = {Few-shot object detection via baby learning},
journal = {Image Vis. Comput.},
volume = {120},
pages = {104398},
year = {2022},
url = {https://doi.org/10.1016/j.imavis.2022.104398},
doi = {10.1016/J.IMAVIS.2022.104398},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/VuNNNNDN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/AmenFD22,
author = {Bakhtiar Amen and
Syahirul Faiz and
Thanh{-}Toan Do},
title = {Big data directed acyclic graph model for real-time {COVID-19} twitter
stream detection},
journal = {Pattern Recognit.},
volume = {123},
pages = {108404},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108404},
doi = {10.1016/J.PATCOG.2021.108404},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/AmenFD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/JiangCDL22,
author = {Jiaqi Jiang and
Guanqun Cao and
Thanh{-}Toan Do and
Shan Luo},
title = {{A4T:} Hierarchical Affordance Detection for Transparent Objects Depth
Reconstruction and Manipulation},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {7},
number = {4},
pages = {9826--9833},
year = {2022},
url = {https://doi.org/10.1109/LRA.2022.3191231},
doi = {10.1109/LRA.2022.3191231},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/JiangCDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LeCNLNDTN22,
author = {Trung{-}Nghia Le and
Yubo Cao and
Tan{-}Cong Nguyen and
Minh{-}Quan Le and
Khanh{-}Duy Nguyen and
Thanh{-}Toan Do and
Minh{-}Triet Tran and
Tam V. Nguyen},
title = {Camouflaged Instance Segmentation In-the-Wild: Dataset, Method, and
Benchmark Suite},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {287--300},
year = {2022},
url = {https://doi.org/10.1109/TIP.2021.3130490},
doi = {10.1109/TIP.2021.3130490},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/LeCNLNDTN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PitsikalisD0L22,
author = {Manolis Pitsikalis and
Thanh{-}Toan Do and
Alexei Lisitsa and
Shan Luo},
editor = {Luc De Raedt},
title = {Logic Rules Meet Deep Learning: {A} Novel Approach for Ship Type Classification
(Extended Abstract)},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5324--5328},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/744},
doi = {10.24963/IJCAI.2022/744},
timestamp = {Fri, 23 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PitsikalisD0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04907,
author = {Jiaqi Jiang and
Guanqun Cao and
Thanh{-}Toan Do and
Shan Luo},
title = {{A4T:} Hierarchical Affordance Detection for Transparent Objects Depth
Reconstruction and Manipulation},
journal = {CoRR},
volume = {abs/2207.04907},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04907},
doi = {10.48550/ARXIV.2207.04907},
eprinttype = {arXiv},
eprint = {2207.04907},
timestamp = {Mon, 28 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09743,
author = {Jiaqi Jiang and
Guanqun Cao and
Aaron Butterworth and
Thanh{-}Toan Do and
Shan Luo},
title = {Where Shall {I} Touch? Vision-Guided Tactile Poking for Transparent
Object Grasping},
journal = {CoRR},
volume = {abs/2208.09743},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09743},
doi = {10.48550/ARXIV.2208.09743},
eprinttype = {arXiv},
eprint = {2208.09743},
timestamp = {Mon, 28 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00906,
author = {Arpit Garg and
Cuong Nguyen and
Rafael Felix and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Instance-Dependent Noisy Label Learning via Graphical Modelling},
journal = {CoRR},
volume = {abs/2209.00906},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00906},
doi = {10.48550/ARXIV.2209.00906},
eprinttype = {arXiv},
eprint = {2209.00906},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07646,
author = {Van{-}Anh Nguyen and
Khanh Pham Dinh and
Long Tung Vuong and
Thanh{-}Toan Do and
Quan Hung Tran and
Dinh Q. Phung and
Trung Le},
title = {Vision Transformer Visualization: What Neurons Tell and How Neurons
Behave?},
journal = {CoRR},
volume = {abs/2210.07646},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07646},
doi = {10.48550/ARXIV.2210.07646},
eprinttype = {arXiv},
eprint = {2210.07646},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16103,
author = {Cuong Pham and
Tuan Hoang and
Thanh{-}Toan Do},
title = {Collaborative Multi-Teacher Knowledge Distillation for Learning Low
Bit-width Deep Neural Networks},
journal = {CoRR},
volume = {abs/2210.16103},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16103},
doi = {10.48550/ARXIV.2210.16103},
eprinttype = {arXiv},
eprint = {2210.16103},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YanLNTDN21,
author = {Jinnan Yan and
Trung{-}Nghia Le and
Khanh{-}Duy Nguyen and
Minh{-}Triet Tran and
Thanh{-}Toan Do and
Tam V. Nguyen},
title = {MirrorNet: Bio-Inspired Camouflaged Object Segmentation},
journal = {{IEEE} Access},
volume = {9},
pages = {43290--43300},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3064443},
doi = {10.1109/ACCESS.2021.3064443},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YanLNTDN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/DoanLCLCDR21,
author = {Anh{-}Dzung Doan and
Yasir Latif and
Tat{-}Jun Chin and
Yu Liu and
Shin{-}Fang Ch'ng and
Thanh{-}Toan Do and
Ian Reid},
title = {Visual localization under appearance change: filtering approaches},
journal = {Neural Comput. Appl.},
volume = {33},
number = {13},
pages = {7325--7338},
year = {2021},
url = {https://doi.org/10.1007/s00521-020-05339-y},
doi = {10.1007/S00521-020-05339-Y},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/DoanLCLCDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LeCEDS21,
author = {Huu Le and
Tat{-}Jun Chin and
Anders P. Eriksson and
Thanh{-}Toan Do and
David Suter},
title = {Deterministic Approximate Methods for Maximum Consensus Robust Fitting},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {3},
pages = {842--857},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2019.2939307},
doi = {10.1109/TPAMI.2019.2939307},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LeCEDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ruleml/PitsikalisDLL21,
author = {Manolis Pitsikalis and
Thanh{-}Toan Do and
Alexei Lisitsa and
Shan Luo},
editor = {Sotiris Moschoyiannis and
Rafael Pe{\~{n}}aloza and
Jan Vanthienen and
Ahmet Soylu and
Dumitru Roman},
title = {Logic Rules Meet Deep Learning: {A} Novel Approach for Ship Type Classification},
booktitle = {Rules and Reasoning - 5th International Joint Conference, RuleML+RR
2021, Leuven, Belgium, September 13-15, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12851},
pages = {203--217},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-91167-6\_14},
doi = {10.1007/978-3-030-91167-6\_14},
timestamp = {Fri, 23 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ruleml/PitsikalisDLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NguyenDC21,
author = {Cuong Cao Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Probabilistic task modelling for meta-learning},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {781--791},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/nguyen21b.html},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/NguyenDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11201,
author = {Cuong Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Similarity of Classification Tasks},
journal = {CoRR},
volume = {abs/2101.11201},
year = {2021},
url = {https://arxiv.org/abs/2101.11201},
eprinttype = {arXiv},
eprint = {2101.11201},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-17123,
author = {Trung{-}Nghia Le and
Yubo Cao and
Tan{-}Cong Nguyen and
Khanh{-}Duy Nguyen and
Thanh{-}Toan Do and
Minh{-}Triet Tran and
Tam V. Nguyen},
title = {Camouflaged Instance Segmentation: Dataset and Benchmark Suite},
journal = {CoRR},
volume = {abs/2103.17123},
year = {2021},
url = {https://arxiv.org/abs/2103.17123},
eprinttype = {arXiv},
eprint = {2103.17123},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-17123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04802,
author = {Cuong Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Probabilistic task modelling for meta-learning},
journal = {CoRR},
volume = {abs/2106.04802},
year = {2021},
url = {https://arxiv.org/abs/2106.04802},
eprinttype = {arXiv},
eprint = {2106.04802},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01042,
author = {Manolis Pitsikalis and
Thanh{-}Toan Do and
Alexei Lisitsa and
Shan Luo},
title = {Logic Rules Meet Deep Learning: {A} Novel Approach for Ship Type Classification},
journal = {CoRR},
volume = {abs/2111.01042},
year = {2021},
url = {https://arxiv.org/abs/2111.01042},
eprinttype = {arXiv},
eprint = {2111.01042},
timestamp = {Fri, 06 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06489,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Tam V. Nguyen and
Ngai{-}Man Cheung},
title = {Multi-Modal Mutual Information Maximization: {A} Novel Approach for
Unsupervised Deep Cross-Modal Hashing},
journal = {CoRR},
volume = {abs/2112.06489},
year = {2021},
url = {https://arxiv.org/abs/2112.06489},
eprinttype = {arXiv},
eprint = {2112.06489},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/HoangDLTC20,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Huu Le and
Dang{-}Khoa Le Tan and
Ngai{-}Man Cheung},
title = {Simultaneous compression and quantization: {A} joint approach for
efficient unsupervised hashing},
journal = {Comput. Vis. Image Underst.},
volume = {191},
pages = {102852},
year = {2020},
url = {https://doi.org/10.1016/j.cviu.2019.102852},
doi = {10.1016/J.CVIU.2019.102852},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/HoangDLTC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HoangDNC20,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Tam V. Nguyen and
Ngai{-}Man Cheung},
title = {Unsupervised Deep Cross-modality Spectral Hashing},
journal = {{IEEE} Trans. Image Process.},
volume = {29},
pages = {8391--8406},
year = {2020},
url = {https://doi.org/10.1109/TIP.2020.3014727},
doi = {10.1109/TIP.2020.3014727},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/HoangDNC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/DoHTDC20,
author = {Thanh{-}Toan Do and
Tuan Hoang and
Dang{-}Khoa Le Tan and
Anh{-}Dzung Doan and
Ngai{-}Man Cheung},
title = {Compact Hash Code Learning With Binary Deep Neural Network},
journal = {{IEEE} Trans. Multim.},
volume = {22},
number = {4},
pages = {992--1004},
year = {2020},
url = {https://doi.org/10.1109/TMM.2019.2935680},
doi = {10.1109/TMM.2019.2935680},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/DoHTDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/NguyenNCTTD20,
author = {Binh X. Nguyen and
Binh D. Nguyen and
Gustavo Carneiro and
Erman Tjiputra and
Quang D. Tran and
Thanh{-}Toan Do},
title = {Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised
Approach for Feature Embedding},
booktitle = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
Event, UK, September 7-10, 2020},
publisher = {{BMVA} Press},
year = {2020},
url = {https://www.bmvc2020-conference.com/assets/papers/0328.pdf},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/NguyenNCTTD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DoNTTTD20,
author = {Tuong Do and
Binh X. Nguyen and
Huy Tran and
Erman Tjiputra and
Quang D. Tran and
Thanh{-}Toan Do},
editor = {Adrien Bartoli and
Andrea Fusiello},
title = {Multiple Interaction Learning with Question-Type Prior Knowledge for
Constraining Answer Search Space in Visual Question Answering},
booktitle = {Computer Vision - {ECCV} 2020 Workshops - Glasgow, UK, August 23-28,
2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12536},
pages = {496--510},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66096-3\_34},
doi = {10.1007/978-3-030-66096-3\_34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/DoNTTTD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HoangDNC20,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Tam V. Nguyen and
Ngai{-}Man Cheung},
editor = {Christian Bessiere},
title = {Direct Quantization for Training Highly Accurate Low Bit-width Deep
Neural Networks},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2111--2118},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/292},
doi = {10.24963/IJCAI.2020/292},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HoangDNC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AlvesGOD20,
author = {Fl{\'{a}}via Alves and
Martin Gairing and
Frans A. Oliehoek and
Thanh{-}Toan Do},
title = {Sensor Data for Human Activity Recognition: Feature Representation
and Benchmarking},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207068},
doi = {10.1109/IJCNN48605.2020.9207068},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AlvesGOD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HoangDCRZ20,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Ngai{-}Man Cheung and
Michael Riegler and
Jan Zah{\'{a}}lka},
editor = {Chang Wen Chen and
Rita Cucchiara and
Xian{-}Sheng Hua and
Guo{-}Jun Qi and
Elisa Ricci and
Zhengyou Zhang and
Roger Zimmermann},
title = {Reproducibility Companion Paper: Selective Deep Convolutional Features
for Image Retrieval},
booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual
Event / Seattle, WA, USA, October 12-16, 2020},
pages = {4448--4452},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394171.3414814},
doi = {10.1145/3394171.3414814},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/HoangDCRZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/NguyenDC20,
author = {Cuong Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Uncertainty in Model-Agnostic Meta-Learning using Variational Inference},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {3079--3089},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093536},
doi = {10.1109/WACV45572.2020.9093536},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/NguyenDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02455,
author = {Cuong Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {PAC-Bayesian Meta-learning with Implicit Prior},
journal = {CoRR},
volume = {abs/2003.02455},
year = {2020},
url = {https://arxiv.org/abs/2003.02455},
eprinttype = {arXiv},
eprint = {2003.02455},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-07308,
author = {Fl{\'{a}}via Alves and
Martin Gairing and
Frans A. Oliehoek and
Thanh{-}Toan Do},
title = {Sensor Data for Human Activity Recognition: Feature Representation
and Benchmarking},
journal = {CoRR},
volume = {abs/2005.07308},
year = {2020},
url = {https://arxiv.org/abs/2005.07308},
eprinttype = {arXiv},
eprint = {2005.07308},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-07308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12881,
author = {Jinnan Yan and
Trung{-}Nghia Le and
Khanh{-}Duy Nguyen and
Minh{-}Triet Tran and
Thanh{-}Toan Do and
Tam V. Nguyen},
title = {MirrorNet: Bio-Inspired Adversarial Attack for Camouflaged Object
Segmentation},
journal = {CoRR},
volume = {abs/2007.12881},
year = {2020},
url = {https://arxiv.org/abs/2007.12881},
eprinttype = {arXiv},
eprint = {2007.12881},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00223,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Tam V. Nguyen and
Ngai{-}Man Cheung},
title = {Unsupervised Deep Cross-modality Spectral Hashing},
journal = {CoRR},
volume = {abs/2008.00223},
year = {2020},
url = {https://arxiv.org/abs/2008.00223},
eprinttype = {arXiv},
eprint = {2008.00223},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04091,
author = {Binh X. Nguyen and
Binh D. Nguyen and
Gustavo Carneiro and
Erman Tjiputra and
Quang D. Tran and
Thanh{-}Toan Do},
title = {Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised
Approach for Feature Embedding},
journal = {CoRR},
volume = {abs/2009.04091},
year = {2020},
url = {https://arxiv.org/abs/2009.04091},
eprinttype = {arXiv},
eprint = {2009.04091},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11118,
author = {Tuong Do and
Binh X. Nguyen and
Huy Tran and
Erman Tjiputra and
Quang D. Tran and
Thanh{-}Toan Do},
title = {Multiple interaction learning with question-type prior knowledge for
constraining answer search space in visual question answering},
journal = {CoRR},
volume = {abs/2009.11118},
year = {2020},
url = {https://arxiv.org/abs/2009.11118},
eprinttype = {arXiv},
eprint = {2009.11118},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13762,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Tam V. Nguyen and
Ngai{-}Man Cheung},
title = {Direct Quantization for Training Highly Accurate Low Bit-width Deep
Neural Networks},
journal = {CoRR},
volume = {abs/2012.13762},
year = {2020},
url = {https://arxiv.org/abs/2012.13762},
eprinttype = {arXiv},
eprint = {2012.13762},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/TranTDDBTC19,
author = {Ngoc{-}Trung Tran and
Dang{-}Khoa Le Tan and
Anh{-}Dzung Doan and
Thanh{-}Toan Do and
Tuan{-}Anh Bui and
Mengxuan Tan and
Ngai{-}Man Cheung},
title = {On-Device Scalable Image-Based Localization via Prioritized Cascade
Search and Fast One-Many {RANSAC}},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {4},
pages = {1675--1690},
year = {2019},
url = {https://doi.org/10.1109/TIP.2018.2881829},
doi = {10.1109/TIP.2018.2881829},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/TranTDDBTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/NguyenND19,
author = {Tam V. Nguyen and
Khanh{-}Duy Nguyen and
Thanh{-}Toan Do},
title = {Semantic Prior Analysis for Salient Object Detection},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {6},
pages = {3130--3141},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2894284},
doi = {10.1109/TIP.2019.2894284},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/NguyenND19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DoLHLNC19,
author = {Thanh{-}Toan Do and
Khoa Le and
Tuan Hoang and
Huu Le and
Tam V. Nguyen and
Ngai{-}Man Cheung},
title = {Simultaneous Feature Aggregating and Hashing for Compact Binary Code
Learning},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {10},
pages = {4954--4969},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2913509},
doi = {10.1109/TIP.2019.2913509},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/DoLHLNC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/DoHTLNC19,
author = {Thanh{-}Toan Do and
Tuan Hoang and
Dang{-}Khoa Le Tan and
Huu Le and
Tam V. Nguyen and
Ngai{-}Man Cheung},
title = {From Selective Deep Convolutional Features to Compact Binary Representations
for Image Retrieval},
journal = {{ACM} Trans. Multim. Comput. Commun. Appl.},
volume = {15},
number = {2},
pages = {43:1--43:22},
year = {2019},
url = {https://doi.org/10.1145/3314051},
doi = {10.1145/3314051},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tomccap/DoHTLNC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LeDHC19,
author = {Huu M. Le and
Thanh{-}Toan Do and
Tuan Hoang and
Ngai{-}Man Cheung},
title = {{SDRSAC:} Semidefinite-Based Randomized Approach for Robust Point
Cloud Registration Without Correspondences},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {124--133},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Le\_SDRSAC\_Semidefinite-Based\_Randomized\_Approach\_for\_Robust\_Point\_Cloud\_Registration\_Without\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00021},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LeDHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NguyenDCT19,
author = {Anh Nguyen and
Thanh{-}Toan Do and
Darwin G. Caldwell and
Nikos G. Tsagarakis},
title = {Real-Time 6DOF Pose Relocalization for Event Cameras With Stacked
Spatial {LSTM} Networks},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {1638--1645},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/EventVision/Nguyen\_Real-Time\_6DOF\_Pose\_Relocalization\_for\_Event\_Cameras\_With\_Stacked\_Spatial\_CVPRW\_2019\_paper.html},
doi = {10.1109/CVPRW.2019.00207},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NguyenDCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DoT0KHC19,
author = {Thanh{-}Toan Do and
Toan Tran and
Ian D. Reid and
B. G. Vijay Kumar and
Tuan Hoang and
Gustavo Carneiro},
title = {A Theoretically Sound Upper Bound on the Triplet Loss for Improving
the Efficiency of Deep Distance Metric Learning},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {10404--10413},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Do\_A\_Theoretically\_Sound\_Upper\_Bound\_on\_the\_Triplet\_Loss\_for\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01065},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DoT0KHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/DoanLCLCD019,
author = {Anh{-}Dzung Doan and
Yasir Latif and
Tat{-}Jun Chin and
Yu Liu and
Shin{-}Fang Ch'ng and
Thanh{-}Toan Do and
Ian D. Reid},
title = {Visual Localization under Appearance Change: {A} Filtering Approach},
booktitle = {2019 Digital Image Computing: Techniques and Applications, {DICTA}
2019, Perth, Australia, December 2-4, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DICTA47822.2019.8945810},
doi = {10.1109/DICTA47822.2019.8945810},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/DoanLCLCD019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/DoTDTT19,
author = {Tuong Do and
Huy Tran and
Thanh{-}Toan Do and
Erman Tjiputra and
Quang D. Tran},
title = {Compact Trilinear Interaction for Visual Question Answering},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {392--401},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00048},
doi = {10.1109/ICCV.2019.00048},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/DoTDTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/DoanLC0D019,
author = {Dzung A. Doan and
Yasir Latif and
Tat{-}Jun Chin and
Yu Liu and
Thanh{-}Toan Do and
Ian D. Reid},
title = {Scalable Place Recognition Under Appearance Change for Autonomous
Driving},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {9318--9327},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00941},
doi = {10.1109/ICCV.2019.00941},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/DoanLC0D019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/NguyenTDRCT19,
author = {Anh Nguyen and
Quang D. Tran and
Thanh{-}Toan Do and
Ian D. Reid and
Darwin G. Caldwell and
Nikos G. Tsagarakis},
title = {Object Captioning and Retrieval with Natural Language},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
pages = {2584--2592},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCVW.2019.00316},
doi = {10.1109/ICCVW.2019.00316},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/NguyenTDRCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TranDRC19,
author = {Toan Tran and
Thanh{-}Toan Do and
Ian D. Reid and
Gustavo Carneiro},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Bayesian Generative Active Deep Learning},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6295--6304},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/tran19a.html},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TranDRC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NguyenDNDTT19,
author = {Binh D. Nguyen and
Thanh{-}Toan Do and
Binh X. Nguyen and
Tuong Do and
Erman Tjiputra and
Quang D. Tran},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Overcoming Data Limitation in Medical Visual Question Answering},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11767},
pages = {522--530},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32251-9\_57},
doi = {10.1007/978-3-030-32251-9\_57},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/NguyenDNDTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/DoHTPLC019,
author = {Thanh{-}Toan Do and
Tuan Hoang and
Dang{-}Khoa Le Tan and
Trung Pham and
Huu Le and
Ngai{-}Man Cheung and
Ian D. Reid},
title = {Binary Constrained Deep Hashing Network for Image Retrieval Without
Manual Annotation},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2019, Waikoloa Village, HI, USA, January 7-11, 2019},
pages = {695--704},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WACV.2019.00079},
doi = {10.1109/WACV.2019.00079},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/DoHTPLC019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-03796,
author = {Yu Liu and
Lingqiao Liu and
Seyed Hamid Rezatofighi and
Thanh{-}Toan Do and
Qinfeng Shi and
Ian D. Reid},
title = {Learning Pairwise Relationship for Multi-object Detection in Crowded
Scenes},
journal = {CoRR},
volume = {abs/1901.03796},
year = {2019},
url = {http://arxiv.org/abs/1901.03796},
eprinttype = {arXiv},
eprint = {1901.03796},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-03796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01549,
author = {Huu Le and
Tuan Hoang and
Qianggong Zhang and
Thanh{-}Toan Do and
Anders P. Eriksson and
Michael Milford},
title = {{SASSE:} Scalable and Adaptable 6-DOF Pose Estimation},
journal = {CoRR},
volume = {abs/1902.01549},
year = {2019},
url = {http://arxiv.org/abs/1902.01549},
eprinttype = {arXiv},
eprint = {1902.01549},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10869,
author = {Anh Nguyen and
Thanh{-}Toan Do and
Ian D. Reid and
Darwin G. Caldwell and
Nikos G. Tsagarakis},
title = {V2CNet: {A} Deep Learning Framework to Translate Videos to Commands
for Robotic Manipulation},
journal = {CoRR},
volume = {abs/1903.10869},
year = {2019},
url = {http://arxiv.org/abs/1903.10869},
eprinttype = {arXiv},
eprint = {1903.10869},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03483,
author = {Huu Le and
Thanh{-}Toan Do and
Tuan Hoang and
Ngai{-}Man Cheung},
title = {{SDRSAC:} Semidefinite-Based Randomized Approach for Robust Point
Cloud Registration without Correspondences},
journal = {CoRR},
volume = {abs/1904.03483},
year = {2019},
url = {http://arxiv.org/abs/1904.03483},
eprinttype = {arXiv},
eprint = {1904.03483},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08720,
author = {Thanh{-}Toan Do and
Toan Tran and
Ian D. Reid and
B. G. Vijay Kumar and
Tuan Hoang and
Gustavo Carneiro},
title = {A Theoretically Sound Upper Bound on the Triplet Loss for Improving
the Efficiency of Deep Distance Metric Learning},
journal = {CoRR},
volume = {abs/1904.08720},
year = {2019},
url = {http://arxiv.org/abs/1904.08720},
eprinttype = {arXiv},
eprint = {1904.08720},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-08720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11643,
author = {Toan Tran and
Thanh{-}Toan Do and
Ian D. Reid and
Gustavo Carneiro},
title = {Bayesian Generative Active Deep Learning},
journal = {CoRR},
volume = {abs/1904.11643},
year = {2019},
url = {http://arxiv.org/abs/1904.11643},
eprinttype = {arXiv},
eprint = {1904.11643},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11820,
author = {Thanh{-}Toan Do and
Khoa Le and
Tuan Hoang and
Huu Le and
Tam V. Nguyen and
Ngai{-}Man Cheung},
title = {Simultaneous Feature Aggregating and Hashing for Compact Binary Code
Learning},
journal = {CoRR},
volume = {abs/1904.11820},
year = {2019},
url = {http://arxiv.org/abs/1904.11820},
eprinttype = {arXiv},
eprint = {1904.11820},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-11864,
author = {Cuong Nguyen and
Thanh{-}Toan Do and
Gustavo Carneiro},
title = {Uncertainty in Model-Agnostic Meta-Learning using Variational Inference},
journal = {CoRR},
volume = {abs/1907.11864},
year = {2019},
url = {http://arxiv.org/abs/1907.11864},
eprinttype = {arXiv},
eprint = {1907.11864},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-11864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-00178,
author = {Anh{-}Dzung Doan and
Yasir Latif and
Tat{-}Jun Chin and
Yu Liu and
Thanh{-}Toan Do and
Ian D. Reid},
title = {Scalable Place Recognition Under Appearance Change for Autonomous
Driving},
journal = {CoRR},
volume = {abs/1908.00178},
year = {2019},
url = {http://arxiv.org/abs/1908.00178},
eprinttype = {arXiv},
eprint = {1908.00178},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-00178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11867,
author = {Binh D. Nguyen and
Thanh{-}Toan Do and
Binh X. Nguyen and
Tuong Do and
Erman Tjiputra and
Quang D. Tran},
title = {Overcoming Data Limitation in Medical Visual Question Answering},
journal = {CoRR},
volume = {abs/1909.11867},
year = {2019},
url = {http://arxiv.org/abs/1909.11867},
eprinttype = {arXiv},
eprint = {1909.11867},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11874,
author = {Tuong Do and
Thanh{-}Toan Do and
Huy Tran and
Erman Tjiputra and
Quang D. Tran},
title = {Compact Trilinear Interaction for Visual Question Answering},
journal = {CoRR},
volume = {abs/1909.11874},
year = {2019},
url = {http://arxiv.org/abs/1909.11874},
eprinttype = {arXiv},
eprint = {1909.11874},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DoC18,
author = {Thanh{-}Toan Do and
Ngai{-}Man Cheung},
title = {Embedding Based on Function Approximation for Large Scale Image Search},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {3},
pages = {626--638},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2686861},
doi = {10.1109/TPAMI.2017.2686861},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/DoC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/NguyenVDNY18,
author = {Duc Thanh Nguyen and
Ngoc{-}Son Vu and
Thanh{-}Toan Do and
Thin Nguyen and
John Yearwood},
title = {Improving Chamfer Template Matching Using Image Segmentation},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {11},
pages = {1635--1639},
year = {2018},
url = {https://doi.org/10.1109/LSP.2018.2862645},
doi = {10.1109/LSP.2018.2862645},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/NguyenVDNY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/ZhouDZCF18,
author = {Yiren Zhou and
Thanh{-}Toan Do and
Haitian Zheng and
Ngai{-}Man Cheung and
Lu Fang},
title = {Computation and Memory Efficient Image Segmentation},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {28},
number = {1},
pages = {46--61},
year = {2018},
url = {https://doi.org/10.1109/TCSVT.2016.2600261},
doi = {10.1109/TCSVT.2016.2600261},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/ZhouDZCF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/DoHPZCCKTT18,
author = {Thanh{-}Toan Do and
Tuan Hoang and
Victor Pomponiu and
Yiren Zhou and
Zhao Chen and
Ngai{-}Man Cheung and
Dawn Chin{-}Ing Koh and
Aaron Tan and
Suat{-}Hoon Tan},
title = {Accessible Melanoma Detection Using Smartphones and Mobile Image Analysis},
journal = {{IEEE} Trans. Multim.},
volume = {20},
number = {10},
pages = {2849--2864},
year = {2018},
url = {https://doi.org/10.1109/TMM.2018.2814346},
doi = {10.1109/TMM.2018.2814346},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/DoHPZCCKTT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LeEDM18,
author = {Huu M. Le and
Anders P. Eriksson and
Thanh{-}Toan Do and
Michael Milford},
editor = {C. V. Jawahar and
Hongdong Li and
Greg Mori and
Konrad Schindler},
title = {A Binary Optimization Approach for Constrained K-Means Clustering},
booktitle = {Computer Vision - {ACCV} 2018 - 14th Asian Conference on Computer
Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11364},
pages = {383--398},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-20870-7\_24},
doi = {10.1007/978-3-030-20870-7\_24},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/LeEDM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/DoPC018,
author = {Thanh{-}Toan Do and
Trung Pham and
Ming Cai and
Ian Reid},
title = {LieNet: Real-time Monocular Object Instance 6D Pose Estimation},
booktitle = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
September 3-6, 2018},
pages = {2},
publisher = {{BMVA} Press},
year = {2018},
url = {http://bmvc2018.org/contents/papers/0694.pdf},
timestamp = {Fri, 24 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/DoPC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/LeEDCS18,
author = {Huu Le and
Anders P. Eriksson and
Thanh{-}Toan Do and
Tat{-}Jun Chin and
David Suter},
title = {Non-smooth M-estimator for Maximum Consensus Estimation},
booktitle = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
September 3-6, 2018},
pages = {4},
publisher = {{BMVA} Press},
year = {2018},
url = {http://bmvc2018.org/contents/papers/0568.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/LeEDCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TanLHDC18,
author = {Dang{-}Khoa Le Tan and
Huu Le and
Tuan Hoang and
Thanh{-}Toan Do and
Ngai{-}Man Cheung},
title = {DeepVQ: {A} Deep Network Architecture for Vector Quantization},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
pages = {2579--2582},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w50/html/Le\_Tan\_DeepVQ\_A\_Deep\_CVPR\_2018\_paper.html},
timestamp = {Tue, 31 Aug 2021 14:00:25 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TanLHDC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/PhamKDCR18,
author = {Trung Pham and
B. G. Vijay Kumar and
Thanh{-}Toan Do and
Gustavo Carneiro and
Ian D. Reid},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Bayesian Semantic Instance Segmentation in Open Set World},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {X}},
series = {Lecture Notes in Computer Science},
volume = {11214},
pages = {3--18},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01249-6\_1},
doi = {10.1007/978-3-030-01249-6\_1},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/PhamKDCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TanDC18,
author = {Dang{-}Khoa Le Tan and
Thanh{-}Toan Do and
Ngai{-}Man Cheung},
title = {Supervised Hashing with End-to-End Binary Deep Neural Network},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {3019--3023},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451192},
doi = {10.1109/ICIP.2018.8451192},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/TanDC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/DoN018,
author = {Thanh{-}Toan Do and
Anh Nguyen and
Ian D. Reid},
title = {AffordanceNet: An End-to-End Deep Learning Approach for Object Affordance
Detection},
booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA}
2018, Brisbane, Australia, May 21-25, 2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICRA.2018.8460902},
doi = {10.1109/ICRA.2018.8460902},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/DoN018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/PhamDS018,
author = {Trung T. Pham and
Thanh{-}Toan Do and
Niko S{\"{u}}nderhauf and
Ian D. Reid},
title = {SceneCut: Joint Geometric and Object Segmentation for Indoor Scenes},
booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA}
2018, Brisbane, Australia, May 21-25, 2018},
pages = {1--9},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICRA.2018.8461108},
doi = {10.1109/ICRA.2018.8461108},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/PhamDS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaeval/CohendetDDSID18,
author = {Romain Cohendet and
Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Ngoc Q. K. Duong and
Mats Sj{\"{o}}berg and
Bogdan Ionescu and
Thanh{-}Toan Do},
editor = {Martha A. Larson and
Piyush Arora and
Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Michael Riegler and
Benjamin Bischke and
Emmanuel Dellandr{\'{e}}a and
Mathias Lux and
Alastair Porter and
Gareth J. F. Jones},
title = {MediaEval 2018: Predicting Media Memorability},
booktitle = {Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis,
France, 29-31 October 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2283},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2283/MediaEval\_18\_paper\_1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:12 +0100},
biburl = {https://dblp.org/rec/conf/mediaeval/CohendetDDSID18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02899,
author = {Thanh{-}Toan Do and
Tuan Hoang and
Dang{-}Khoa Le Tan and
Ngai{-}Man Cheung},
title = {From Selective Deep Convolutional Features to Compact Binary Representations
for Image Retrieval},
journal = {CoRR},
volume = {abs/1802.02899},
year = {2018},
url = {http://arxiv.org/abs/1802.02899},
eprinttype = {arXiv},
eprint = {1802.02899},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03510,
author = {Ngoc{-}Trung Tran and
Dang{-}Khoa Le Tan and
Anh{-}Dzung Doan and
Thanh{-}Toan Do and
Tuan{-}Anh Bui and
Ngai{-}Man Cheung},
title = {On-device Scalable Image-based Localization},
journal = {CoRR},
volume = {abs/1802.03510},
year = {2018},
url = {http://arxiv.org/abs/1802.03510},
eprinttype = {arXiv},
eprint = {1802.03510},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06645,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Ngai{-}Man Cheung},
title = {Simultaneous Compression and Quantization: {A} Joint Approach for
Efficient Unsupervised Hashing},
journal = {CoRR},
volume = {abs/1802.06645},
year = {2018},
url = {http://arxiv.org/abs/1802.06645},
eprinttype = {arXiv},
eprint = {1802.06645},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07437,
author = {Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Trung Pham and
Tuan Hoang and
Ngai{-}Man Cheung},
title = {Binary Constrained Deep Hashing Network for Image Retrieval without
Human Intervention},
journal = {CoRR},
volume = {abs/1802.07437},
year = {2018},
url = {http://arxiv.org/abs/1802.07437},
eprinttype = {arXiv},
eprint = {1802.07437},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10367,
author = {Thanh{-}Toan Do and
Ming Cai and
Trung Pham and
Ian D. Reid},
title = {Deep-6DPose: Recovering 6D Object Pose from a Single {RGB} Image},
journal = {CoRR},
volume = {abs/1802.10367},
year = {2018},
url = {http://arxiv.org/abs/1802.10367},
eprinttype = {arXiv},
eprint = {1802.10367},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06152,
author = {Anh Nguyen and
Thanh{-}Toan Do and
Ian D. Reid and
Darwin G. Caldwell and
Nikos G. Tsagarakis},
title = {Object Captioning and Retrieval with Natural Language},
journal = {CoRR},
volume = {abs/1803.06152},
year = {2018},
url = {http://arxiv.org/abs/1803.06152},
eprinttype = {arXiv},
eprint = {1803.06152},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00911,
author = {Trung Pham and
Vijay Kumar B. G and
Thanh{-}Toan Do and
Gustavo Carneiro and
Ian D. Reid},
title = {Bayesian Semantic Instance Segmentation in Open Set World},
journal = {CoRR},
volume = {abs/1806.00911},
year = {2018},
url = {http://arxiv.org/abs/1806.00911},
eprinttype = {arXiv},
eprint = {1806.00911},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07381,
author = {Anh{-}Dzung Doan and
Abdul Mohsi Jawaid and
Thanh{-}Toan Do and
Tat{-}Jun Chin},
title = {{G2D:} from {GTA} to Data},
journal = {CoRR},
volume = {abs/1806.07381},
year = {2018},
url = {http://arxiv.org/abs/1806.07381},
eprinttype = {arXiv},
eprint = {1806.07381},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01052,
author = {Romain Cohendet and
Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Ngoc Q. K. Duong and
Mats Sj{\"{o}}berg and
Bogdan Ionescu and
Thanh{-}Toan Do and
France Rennes},
title = {MediaEval 2018: Predicting Media Memorability Task},
journal = {CoRR},
volume = {abs/1807.01052},
year = {2018},
url = {http://arxiv.org/abs/1807.01052},
eprinttype = {arXiv},
eprint = {1807.01052},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10134,
author = {Huu Le and
Anders P. Eriksson and
Thanh{-}Toan Do and
Michael Milford},
title = {A Binary Optimization Approach for Constrained K-Means Clustering},
journal = {CoRR},
volume = {abs/1810.10134},
year = {2018},
url = {http://arxiv.org/abs/1810.10134},
eprinttype = {arXiv},
eprint = {1810.10134},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08063,
author = {Anh{-}Dzung Doan and
Thanh{-}Toan Do and
Yasir Latif and
Tat{-}Jun Chin and
Ian D. Reid},
title = {Practical Visual Localization for Autonomous Driving: Why Not Filter?},
journal = {CoRR},
volume = {abs/1811.08063},
year = {2018},
url = {http://arxiv.org/abs/1811.08063},
eprinttype = {arXiv},
eprint = {1811.08063},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DoTPC17,
author = {Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Trung T. Pham and
Ngai{-}Man Cheung},
title = {Simultaneous Feature Aggregating and Hashing for Large-Scale Image
Search},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {4217--4226},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.449},
doi = {10.1109/CVPR.2017.449},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DoTPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HoangDTC17,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Ngai{-}Man Cheung},
title = {Enhancing feature discrimination for unsupervised hashing},
booktitle = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017,
Beijing, China, September 17-20, 2017},
pages = {3710--3714},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICIP.2017.8296975},
doi = {10.1109/ICIP.2017.8296975},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/HoangDTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaeval/DemartySIDGD17,
author = {Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Mats Sj{\"{o}}berg and
Bogdan Ionescu and
Thanh{-}Toan Do and
Michael Gygli and
Ngoc Q. K. Duong},
editor = {Guillaume Gravier and
Benjamin Bischke and
Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Maia Zaharieva and
Michael Riegler and
Emmanuel Dellandr{\'{e}}a and
Dmitry Bogdanov and
Richard F. E. Sutcliffe and
Gareth J. F. Jones and
Martha A. Larson},
title = {MediaEval 2017 Predicting Media Interestingness Task},
booktitle = {Working Notes Proceedings of the MediaEval 2017 Workshop co-located
with the Conference and Labs of the Evaluation Forum {(CLEF} 2017),
Dublin, Ireland, September 13-15, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1984},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1984/Mediaeval\_2017\_paper\_4.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:12 +0100},
biburl = {https://dblp.org/rec/conf/mediaeval/DemartySIDGD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HoangDTC17,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Ngai{-}Man Cheung},
editor = {Qiong Liu and
Rainer Lienhart and
Haohong Wang and
Sheng{-}Wei "Kuan{-}Ta" Chen and
Susanne Boll and
Yi{-}Ping Phoebe Chen and
Gerald Friedland and
Jia Li and
Shuicheng Yan},
title = {Selective Deep Convolutional Features for Image Retrieval},
booktitle = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
Mountain View, CA, USA, October 23-27, 2017},
pages = {1600--1608},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123266.3123417},
doi = {10.1145/3123266.3123417},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/HoangDTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/DemartySCDIDW17,
author = {Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Mats Sj{\"{o}}berg and
Mihai Gabriel Constantin and
Ngoc Q. K. Duong and
Bogdan Ionescu and
Thanh{-}Toan Do and
Hanli Wang},
editor = {Jenny Benois{-}Pineau and
Patrick Le Callet},
title = {Predicting Interestingness of Visual Content},
booktitle = {Visual Content Indexing and Retrieval with Psycho-Visual Models},
pages = {233--265},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57687-9\_10},
doi = {10.1007/978-3-319-57687-9\_10},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/17/DemartySCDIDW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DoTPC17,
author = {Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Trung T. Pham and
Ngai{-}Man Cheung},
title = {Simultaneous Feature Aggregating and Hashing for Large-scale Image
Search},
journal = {CoRR},
volume = {abs/1704.00860},
year = {2017},
url = {http://arxiv.org/abs/1704.00860},
eprinttype = {arXiv},
eprint = {1704.00860},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DoTPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HoangDTC17,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Ngai{-}Man Cheung},
title = {Enhance Feature Discrimination for Unsupervised Hashing},
journal = {CoRR},
volume = {abs/1704.01754},
year = {2017},
url = {http://arxiv.org/abs/1704.01754},
eprinttype = {arXiv},
eprint = {1704.01754},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HoangDTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HoangDTC17aa,
author = {Tuan Hoang and
Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Ngai{-}Man Cheung},
title = {Selective Deep Convolutional Features for Image Retrieval},
journal = {CoRR},
volume = {abs/1707.00809},
year = {2017},
url = {http://arxiv.org/abs/1707.00809},
eprinttype = {arXiv},
eprint = {1707.00809},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HoangDTC17aa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-09011,
author = {Anh Nguyen and
Thanh{-}Toan Do and
Darwin G. Caldwell and
Nikos G. Tsagarakis},
title = {Real-Time Pose Estimation for Event Cameras with Stacked Spatial {LSTM}
Networks},
journal = {CoRR},
volume = {abs/1708.09011},
year = {2017},
url = {http://arxiv.org/abs/1708.09011},
eprinttype = {arXiv},
eprint = {1708.09011},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-09011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07158,
author = {Trung T. Pham and
Thanh{-}Toan Do and
Niko S{\"{u}}nderhauf and
Ian D. Reid},
title = {SceneCut: Joint Geometric and Object Segmentation for Indoor Scenes},
journal = {CoRR},
volume = {abs/1709.07158},
year = {2017},
url = {http://arxiv.org/abs/1709.07158},
eprinttype = {arXiv},
eprint = {1709.07158},
timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07326,
author = {Thanh{-}Toan Do and
Anh Nguyen and
Ian D. Reid and
Darwin G. Caldwell and
Nikos G. Tsagarakis},
title = {AffordanceNet: An End-to-End Deep Learning Approach for Object Affordance
Detection},
journal = {CoRR},
volume = {abs/1709.07326},
year = {2017},
url = {http://arxiv.org/abs/1709.07326},
eprinttype = {arXiv},
eprint = {1709.07326},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08901,
author = {Dang{-}Khoa Le Tan and
Thanh{-}Toan Do and
Ngai{-}Man Cheung},
title = {Supervised Hashing with End-to-End Binary Deep Neural Network},
journal = {CoRR},
volume = {abs/1711.08901},
year = {2017},
url = {http://arxiv.org/abs/1711.08901},
eprinttype = {arXiv},
eprint = {1711.08901},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09553,
author = {Thanh{-}Toan Do and
Victor Pomponiu and
Yiren Zhou and
Tuan Hoang and
Zhao Chen and
Ngai{-}Man Cheung and
Dawn Chin{-}Ing Koh and
Aaron Tan and
Suat{-}Hoon Tan},
title = {Accessible Melanoma Detection using Smartphones and Mobile Image Analysis},
journal = {CoRR},
volume = {abs/1711.09553},
year = {2017},
url = {http://arxiv.org/abs/1711.09553},
eprinttype = {arXiv},
eprint = {1711.09553},
timestamp = {Thu, 20 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-02956,
author = {Thanh{-}Toan Do and
Dang{-}Khoa Le Tan and
Tuan Hoang and
Ngai{-}Man Cheung},
title = {Compact Hash Code Learning with Binary Deep Neural Network},
journal = {CoRR},
volume = {abs/1712.02956},
year = {2017},
url = {http://arxiv.org/abs/1712.02956},
eprinttype = {arXiv},
eprint = {1712.02956},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-02956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/NejatiPDZIC16,
author = {Hossein Nejati and
Victor Pomponiu and
Thanh{-}Toan Do and
Yiren Zhou and
Sahar Iravani and
Ngai{-}Man Cheung},
title = {Smartphone and Mobile Image Processing for Assisted Living: Health-monitoring
apps powered by advanced mobile imaging algorithms},
journal = {{IEEE} Signal Process. Mag.},
volume = {33},
number = {4},
pages = {30--48},
year = {2016},
url = {https://doi.org/10.1109/MSP.2016.2549996},
doi = {10.1109/MSP.2016.2549996},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/NejatiPDZIC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DoDC16,
author = {Thanh{-}Toan Do and
Anh{-}Dzung Doan and
Ngai{-}Man Cheung},
editor = {Bastian Leibe and
Jiri Matas and
Nicu Sebe and
Max Welling},
title = {Learning to Hash with Binary Deep Neural Network},
booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
The Netherlands, October 11-14, 2016, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {9909},
pages = {219--234},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46454-1\_14},
doi = {10.1007/978-3-319-46454-1\_14},
timestamp = {Wed, 07 Dec 2022 23:10:23 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DoDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DoDNC16,
author = {Thanh{-}Toan Do and
Anh{-}Dzung Doan and
Duc Thanh Nguyen and
Ngai{-}Man Cheung},
editor = {Bastian Leibe and
Jiri Matas and
Nicu Sebe and
Max Welling},
title = {Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian},
booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
The Netherlands, October 11-14, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9906},
pages = {802--817},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46475-6\_49},
doi = {10.1007/978-3-319-46475-6\_49},
timestamp = {Wed, 07 Dec 2022 23:10:23 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DoDNC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/ZhouNDCC16,
author = {Yiren Zhou and
Hossein Nejati and
Thanh{-}Toan Do and
Ngai{-}Man Cheung and
Lynette Cheah},
title = {Image-based vehicle analysis using deep neural network: {A} systematic
study},
booktitle = {2016 {IEEE} International Conference on Digital Signal Processing,
{DSP} 2016, Beijing, China, October 16-18, 2016},
pages = {276--280},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICDSP.2016.7868561},
doi = {10.1109/ICDSP.2016.7868561},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/ZhouNDCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaeval/DemartySIDWDL16,
author = {Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Mats Sj{\"{o}}berg and
Bogdan Ionescu and
Thanh{-}Toan Do and
Hanli Wang and
Ngoc Q. K. Duong and
Fr{\'{e}}d{\'{e}}ric Lef{\`{e}}bvre},
editor = {Guillaume Gravier and
Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Herv{\'{e}} Bredin and
Bogdan Ionescu and
Christina Boididou and
Emmanuel Dellandr{\'{e}}a and
Jaeyoung Choi and
Michael Riegler and
Richard F. E. Sutcliffe and
Igor Sz{\"{o}}ke and
Gareth J. F. Jones and
Martha A. Larson},
title = {MediaEval 2016 Predicting Media Interestingness Task},
booktitle = {Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum,
The Netherlands, October 20-21, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1739},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1739/MediaEval\_2016\_paper\_1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:12 +0100},
biburl = {https://dblp.org/rec/conf/mediaeval/DemartySIDWDL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DoC16,
author = {Thanh{-}Toan Do and
Ngai{-}Man Cheung},
title = {Embedding based on function approximation for large scale image search},
journal = {CoRR},
volume = {abs/1605.06914},
year = {2016},
url = {http://arxiv.org/abs/1605.06914},
eprinttype = {arXiv},
eprint = {1605.06914},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DoC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DoDC16,
author = {Thanh{-}Toan Do and
Anh{-}Zung Doan and
Ngai{-}Man Cheung},
title = {Learning to Hash with Binary Deep Neural Network},
journal = {CoRR},
volume = {abs/1607.05140},
year = {2016},
url = {http://arxiv.org/abs/1607.05140},
eprinttype = {arXiv},
eprint = {1607.05140},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DoDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DoDNC16,
author = {Thanh{-}Toan Do and
Anh{-}Dzung Doan and
Duc Thanh Nguyen and
Ngai{-}Man Cheung},
title = {Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian},
journal = {CoRR},
volume = {abs/1607.05396},
year = {2016},
url = {http://arxiv.org/abs/1607.05396},
eprinttype = {arXiv},
eprint = {1607.05396},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DoDNC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DoTC15,
author = {Thanh{-}Toan Do and
Quang D. Tran and
Ngai{-}Man Cheung},
title = {FAemb: {A} function approximation-based embedding method for image
retrieval},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {3556--3564},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298978},
doi = {10.1109/CVPR.2015.7298978},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DoTC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DoDC15,
author = {Thanh{-}Toan Do and
Anh{-}Zung Doan and
Ngai{-}Man Cheung},
title = {Discrete Hashing with Deep Neural Network},
journal = {CoRR},
volume = {abs/1508.07148},
year = {2015},
url = {http://arxiv.org/abs/1508.07148},
eprinttype = {arXiv},
eprint = {1508.07148},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DoDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/DoZZCK14,
author = {Thanh{-}Toan Do and
Yiren Zhou and
Haitian Zheng and
Ngai{-}Man Cheung and
Dawn Chin{-}Ing Koh},
title = {Early melanoma diagnosis with mobile imaging},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {6752--6757},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6945178},
doi = {10.1109/EMBC.2014.6945178},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/DoZZCK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Do12,
author = {Thanh{-}Toan Do},
title = {Security analysis of image copy detection systems based on {SIFT}
descriptors},
school = {University of Rennes 1, France},
year = {2012},
url = {https://tel.archives-ouvertes.fr/tel-00766932},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Do12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DoK12,
author = {Thanh{-}Toan Do and
Ewa Kijak},
title = {Face recognition using Co-occurrence Histograms of Oriented Gradients},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {1301--1304},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288128},
doi = {10.1109/ICASSP.2012.6288128},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DoK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DoKAF12,
author = {Thanh{-}Toan Do and
Ewa Kijak and
Laurent Amsaleg and
Teddy Furon},
title = {Enlarging hacker's toolbox: Deluding image recognition by attacking
keypoint orientations},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {1817--1820},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288254},
doi = {10.1109/ICASSP.2012.6288254},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DoKAF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/DoKAF12,
author = {Thanh{-}Toan Do and
Ewa Kijak and
Laurent Amsaleg and
Teddy Furon},
editor = {Horace Ho{-}Shing Ip and
Yong Rui},
title = {Security-oriented picture-in-picture visual modifications},
booktitle = {International Conference on Multimedia Retrieval, {ICMR} '12, Hong
Kong, China, June 5-8, 2012},
pages = {13},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2324796.2324813},
doi = {10.1145/2324796.2324813},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mir/DoKAF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/DoKFA10a,
author = {Thanh{-}Toan Do and
Ewa Kijak and
Teddy Furon and
Laurent Amsaleg},
editor = {Sebastiano Battiato and
Sabu Emmanuel and
Adrian Ulges and
Marcel Worring},
title = {Deluding image recognition in sift-based cbir systems},
booktitle = {Proceedings of the 2nd {ACM} workshop on Multimedia in forensics,
security and intelligence, MiFor@MM 2010, Firenze, Italy, October
29, 2010},
pages = {7--12},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1877972.1877977},
doi = {10.1145/1877972.1877977},
timestamp = {Tue, 06 Nov 2018 16:58:36 +0100},
biburl = {https://dblp.org/rec/conf/mm/DoKFA10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/DoKFA10,
author = {Thanh{-}Toan Do and
Ewa Kijak and
Teddy Furon and
Laurent Amsaleg},
editor = {Alberto Del Bimbo and
Shih{-}Fu Chang and
Arnold W. M. Smeulders},
title = {Understanding the security and robustness of {SIFT}},
booktitle = {Proceedings of the 18th International Conference on Multimedia 2010,
Firenze, Italy, October 25-29, 2010},
pages = {1195--1198},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1873951.1874185},
doi = {10.1145/1873951.1874185},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/DoKFA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsp/DoKFA10,
author = {Thanh{-}Toan Do and
Ewa Kijak and
Teddy Furon and
Laurent Amsaleg},
title = {Challenging the security of Content-Based Image Retrieval systems},
booktitle = {2010 {IEEE} International Workshop on Multimedia Signal Processing,
{MMSP} 2010, Saint Malo, France, October 4-6, 2010},
pages = {52--57},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/MMSP.2010.5661993},
doi = {10.1109/MMSP.2010.5661993},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mmsp/DoKFA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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