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ORCIDNicu Sebe
Niculae Sebe
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- affiliation: University of Trento, Italy
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2020 – today
- 2021
[j130]Jean Pablo Vieira de Mello, Lucas Tabelini Torres
, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. 94: 76-86 (2021)- [j129]Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe:
Curriculum self-paced learning for cross-domain object detection. Comput. Vis. Image Underst. 204: 103166 (2021) - [j128]Shangzhi Teng, Shiliang Zhang, Qingming Huang, Nicu Sebe:
Viewpoint and Scale Consistency Reinforcement for UAV Vehicle Re-Identification. Int. J. Comput. Vis. 129(3): 719-735 (2021) - [j127]Subhankar Roy, Enver Sangineto, Begüm Demir, Nicu Sebe:
Metric-Learning-Based Deep Hashing Network for Content-Based Retrieval of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(2): 226-230 (2021) - [j126]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci:
TriGAN: image-to-image translation for multi-source domain adaptation. Mach. Vis. Appl. 32(1): 41 (2021) - [j125]Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe:
Appearance and Pose-Conditioned Human Image Generation Using Deformable GANs. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1156-1171 (2021) - [j124]Xiao Bai, Xiang Wang, Xianglong Liu, Qiang Liu, Jingkuan Song, Nicu Sebe, Been Kim:
Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments. Pattern Recognit. 120: 108102 (2021) - [j123]Virginio Cantoni, Gian Luca Foresti, Nicu Sebe:
Editorial for the special issue on the DAFNE project (DigitalAnastylosis of Frescoes challeNgE). Pattern Recognit. Lett. 147: 179-180 (2021) - [j122]Juan Abdon Miranda Correa, Mojtaba Khomami Abadi, Nicu Sebe, Ioannis Patras:
AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups. IEEE Trans. Affect. Comput. 12(2): 479-493 (2021) - [j121]Shangzhi Teng, Shiliang Zhang, Qingming Huang, Nicu Sebe:
Multi-View Spatial Attention Embedding for Vehicle Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 31(2): 816-827 (2021) - [j120]Yifan Yang, Guorong Li, Dawei Du, Qingming Huang, Nicu Sebe:
Embedding Perspective Analysis Into Multi-Column Convolutional Neural Network for Crowd Counting. IEEE Trans. Image Process. 30: 1395-1407 (2021) - [j119]Hao Tang, Nicu Sebe:
Layout-to-Image Translation With Double Pooling Generative Adversarial Networks. IEEE Trans. Image Process. 30: 7903-7913 (2021) - [j118]Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe:
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition With Limited Data. IEEE Trans. Neural Networks Learn. Syst. 32(5): 2129-2141 (2021) - [c273]Fengxiang Yang, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Shaozi Li, Nicu Sebe, Shin'ichi Satoh:
Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning. AAAI 2021: 3128-3135 - [c272]Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yuanzheng Cai, Yaojin Lin, Shaozi Li, Nicu Sebe:
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification. CVPR 2021: 4855-4864 - [c271]Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation. CVPR 2021: 5351-5360 - [c270]Yuyang Zhao, Zhun Zhong, Fengxiang Yang, Zhiming Luo, Yaojin Lin, Shaozi Li, Nicu Sebe:
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification. CVPR 2021: 6277-6286 - [c269]Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe:
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World. CVPR 2021: 9462-9470 - [c268]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai:
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CVPR 2021: 10785-10794 - [c267]Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe:
Neighborhood Contrastive Learning for Novel Class Discovery. CVPR 2021: 10867-10875 - [c266]Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening for Self-Supervised Representation Learning. ICML 2021: 3015-3024 - [c265]Jingjing Chen, Jichao Zhang, Enver Sangineto, Tao Chen, Jiayuan Fan, Nicu Sebe:
Coarse-to-Fine Gaze Redirection with Numerical and Pictorial Guidance. WACV 2021: 3664-3673 - [i108]Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe:
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction. CoRR abs/2101.02843 (2021) - [i107]Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe:
Curriculum Learning: A Survey. CoRR abs/2101.10382 (2021) - [i106]Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yuanzheng Cai, Yaojin Lin, Shaozi Li, Nicu Sebe:
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification. CoRR abs/2103.04618 (2021) - [i105]Guanglei Yang, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci:
Transformers Solve the Limited Receptive Field for Monocular Depth Prediction. CoRR abs/2103.12091 (2021) - [i104]Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation. CoRR abs/2104.00808 (2021) - [i103]Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Cloth Interactive Transformer for Virtual Try-On. CoRR abs/2104.05519 (2021) - [i102]Yue Song, Nicu Sebe, Wei Wang:
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? CoRR abs/2105.02498 (2021) - [i101]Guanglei Yang, Hao Tang, Zhun Zhong, Mingli Ding, Ling Shao, Nicu Sebe, Elisa Ricci:
Transformer-Based Source-Free Domain Adaptation. CoRR abs/2105.14138 (2021) - [i100]Jichao Zhang, Aliaksandr Siarohin, Hao Tang, Jingjing Chen, Enver Sangineto, Wei Wang, Nicu Sebe:
Controllable Person Image Synthesis with Spatially-Adaptive Warped Normalization. CoRR abs/2105.14739 (2021) - [i99]Yuyang Zhao, Zhun Zhong, Zhiming Luo, Gim Hee Lee, Nicu Sebe:
Source-Free Open Compound Domain Adaptation in Semantic Segmentation. CoRR abs/2106.03422 (2021) - [i98]Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Efficient Training of Visual Transformers with Small-Size Datasets. CoRR abs/2106.03746 (2021) - [i97]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai:
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CoRR abs/2106.09016 (2021) - [i96]Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe:
Neighborhood Contrastive Learning for Novel Class Discovery. CoRR abs/2106.10731 (2021) - [i95]Hao Tang, Nicu Sebe:
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes. CoRR abs/2106.10876 (2021) - [i94]Victor G. Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci:
Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning. CoRR abs/2108.01775 (2021) - [i93]Haoyu Chen, Hao Tang, Henglin Shi, Wei Peng, Nicu Sebe, Guoying Zhao:
Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer. CoRR abs/2108.07520 (2021) - [i92]Hao Tang, Nicu Sebe:
Layout-to-Image Translation with Double Pooling Generative Adversarial Networks. CoRR abs/2108.12900 (2021) - [i91]Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai:
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. CoRR abs/2109.12492 (2021) - 2020
- [j117]Thittaporn Ganokratanaa, Supavadee Aramvith, Nicu Sebe:
Unsupervised Anomaly Detection and Localization Based on Deep Spatiotemporal Translation Network. IEEE Access 8: 50312-50329 (2020) - [j116]Hongyang Yu, Guorong Li, Weigang Zhang, Qingming Huang, Dawei Du, Qi Tian, Nicu Sebe:
The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline. Int. J. Comput. Vis. 128(5): 1141-1159 (2020) - [j115]Xavier Alameda-Pineda, Elisa Ricci, Albert Ali Salah, Nicu Sebe, Shuicheng Yan:
Special Issue on Generating Realistic Visual Data of Human Behavior. Int. J. Comput. Vis. 128(5): 1376-1377 (2020) - [j114]Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe:
Progressive Fusion for Unsupervised Binocular Depth Estimation Using Cycled Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42(10): 2380-2395 (2020) - [j113]Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai, Jingkuan Song, Nicu Sebe:
Binary neural networks: A survey. Pattern Recognit. 105: 107281 (2020) - [j112]Hao Tang, Hong Liu, Nicu Sebe:
Unified Generative Adversarial Networks for Controllable Image-to-Image Translation. IEEE Trans. Image Process. 29: 8916-8929 (2020) - [j111]Wei Wang, Xavier Alameda-Pineda, Dan Xu, Elisa Ricci, Nicu Sebe:
Learning How to Smile: Expression Video Generation With Conditional Adversarial Recurrent Nets. IEEE Trans. Multim. 22(11): 2808-2819 (2020) - [j110]Jun Li, Xianglong Liu, Wenxuan Zhang, Mingyuan Zhang, Jingkuan Song, Nicu Sebe:
Spatio-Temporal Attention Networks for Action Recognition and Detection. IEEE Trans. Multim. 22(11): 2990-3001 (2020) - [c264]Cristiano Saltori, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci, Fabio Galasso:
SF-UDA3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection. 3DV 2020: 771-780 - [c263]Hao Tang, Song Bai, Philip H. S. Torr, Nicu Sebe:
Bipartite Graph Reasoning GANs for Person Image Generation. BMVC 2020 - [c262]Yifan Yang, Guorong Li, Zhe Wu, Li Su, Qingming Huang, Nicu Sebe:
Reverse Perspective Network for Perspective-Aware Object Counting. CVPR 2020: 4373-4382 - [c261]Zhenyu Zhang, Stéphane Lathuilière, Elisa Ricci, Nicu Sebe, Yan Yan, Jian Yang:
Online Depth Learning Against Forgetting in Monocular Videos. CVPR 2020: 4493-4502 - [c260]Hao Tang, Dan Xu, Yan Yan, Philip H. S. Torr, Nicu Sebe:
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation. CVPR 2020: 7867-7876 - [c259]Yifan Yang, Guorong Li, Zhe Wu, Li Su, Qingming Huang, Nicu Sebe:
Weakly-Supervised Crowd Counting Learns from Sorting Rather Than Locations. ECCV (8) 2020: 1-17 - [c258]Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe:
XingGAN for Person Image Generation. ECCV (25) 2020: 717-734 - [c257]Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida:
The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG. ICIP 2020: 1896-1900 - [c256]Matteo Moro, Claudio Andreatta, Chiara Corridori, Paolo Rota, Niculae Sebe:
An Online Deep Learning Based System for Defects Detection in Glass Panels. ICPR Workshops (4) 2020: 506-522 - [c255]Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
Motion-supervised Co-Part Segmentation. ICPR 2020: 9650-9657 - [c254]Yongguo Ling, Zhun Zhong, Zhiming Luo, Paolo Rota, Shaozi Li, Nicu Sebe:
Class-Aware Modality Mix and Center-Guided Metric Learning for Visible-Thermal Person Re-Identification. ACM Multimedia 2020: 889-897 - [c253]Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri:
Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. ACM Multimedia 2020: 1357-1365 - [c252]Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe:
Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild. ACM Multimedia 2020: 1588-1596 - [c251]Hao Tang, Song Bai, Nicu Sebe:
Dual Attention GANs for Semantic Image Synthesis. ACM Multimedia 2020: 1994-2002 - [c250]Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe:
Retrieval Guided Unsupervised Multi-domain Image to Image Translation. ACM Multimedia 2020: 3164-3172 - [c249]Xavier Alameda-Pineda, Miriam Redi, Jahna Otterbacher, Nicu Sebe, Shih-Fu Chang:
FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia. ACM Multimedia 2020: 4761-4762 - [c248]Aleksandr Ermolov, Nicu Sebe:
Latent World Models For Intrinsically Motivated Exploration. NeurIPS 2020 - [c247]Stéphane Lathuilière, Enver Sangineto, Aliaksandr Siarohin, Nicu Sebe:
Attention-based Fusion for Multi-source Human Image Generation. WACV 2020: 428-437 - [i90]Jurandy Almeida, Cristiano Saltori, Paolo Rota, Nicu Sebe:
Low-Budget Unsupervised Label Query through Domain Alignment Enforcement. CoRR abs/2001.00238 (2020) - [i89]Hao Tang, Dan Xu, Yan Yan, Jason J. Corso, Philip H. S. Torr, Nicu Sebe:
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation. CoRR abs/2002.01048 (2020) - [i88]Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
First Order Motion Model for Image Animation. CoRR abs/2003.00196 (2020) - [i87]Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe:
Non-linear Neurons with Human-like Apical Dendrite Activations. CoRR abs/2003.03229 (2020) - [i86]Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda:
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. CoRR abs/2003.06788 (2020) - [i85]Hao Tang, Xiaojuan Qi, Dan Xu, Philip H. S. Torr, Nicu Sebe:
Edge Guided GANs with Semantic Preserving for Semantic Image Synthesis. CoRR abs/2003.13898 (2020) - [i84]Jingjing Chen, Jichao Zhang, Jiayuan Fan, Tao Chen, Enver Sangineto, Nicu Sebe:
MGGR: MultiModal-Guided Gaze Redirection with Coarse-to-Fine Learning. CoRR abs/2004.03064 (2020) - [i83]Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
Motion-supervised Co-Part Segmentation. CoRR abs/2004.03234 (2020) - [i82]Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai, Jingkuan Song, Nicu Sebe:
Binary Neural Networks: A Survey. CoRR abs/2004.03333 (2020) - [i81]Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe:
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World. CoRR abs/2004.05551 (2020) - [i80]Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe:
Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. CoRR abs/2004.05973 (2020) - [i79]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci:
TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation. CoRR abs/2004.08769 (2020) - [i78]Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah:
Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events. CoRR abs/2005.04490 (2020) - [i77]Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe:
When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data. CoRR abs/2005.10940 (2020) - [i76]Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening for Self-Supervised Representation Learning. CoRR abs/2007.06346 (2020) - [i75]Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe:
XingGAN for Person Image Generation. CoRR abs/2007.09278 (2020) - [i74]Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images. CoRR abs/2008.00962 (2020) - [i73]Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe:
Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild. CoRR abs/2008.03834 (2020) - [i72]Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri:
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. CoRR abs/2008.04200 (2020) - [i71]Hao Tang, Song Bai, Philip H. S. Torr, Nicu Sebe:
Bipartite Graph Reasoning GANs for Person Image Generation. CoRR abs/2008.04381 (2020) - [i70]Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe:
Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation. CoRR abs/2008.04991 (2020) - [i69]Ming Tao, Hao Tang, Songsong Wu, Nicu Sebe, Fei Wu, Xiao-Yuan Jing:
DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis. CoRR abs/2008.05865 (2020) - [i68]Hao Tang, Song Bai, Nicu Sebe:
Dual Attention GANs for Semantic Image Synthesis. CoRR abs/2008.13024 (2020) - [i67]Aleksandr Ermolov, Nicu Sebe:
Latent World Models For Intrinsically Motivated Exploration. CoRR abs/2010.02302 (2020) - [i66]Cristiano Saltori, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci, Fabio Galasso:
SF-UDA3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection. CoRR abs/2010.08243 (2020) - [i65]Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto Ferreira de Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Deep traffic light detection by overlaying synthetic context on arbitrary natural images. CoRR abs/2011.03841 (2020) - [i64]Yuyang Zhao, Zhun Zhong, Fengxiang Yang, Zhiming Luo, Yaojin Lin, Shaozi Li, Nicu Sebe:
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification. CoRR abs/2012.00417 (2020)
2010 – 2019
- 2019
- [j109]Wei Wang, Siyuan Hao, Yunchao Wei, Shengtao Xiao, Jiashi Feng, Nicu Sebe:
Temporal Spiking Recurrent Neural Network for Action Recognition. IEEE Access 7: 117165-117175 (2019) - [j108]Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe:
Fast and robust dynamic hand gesture recognition via key frames extraction and feature fusion. Neurocomputing 331: 424-433 (2019) - [j107]Wei Wang, Yan Yan, Zhen Cui, Jiashi Feng, Shuicheng Yan, Nicu Sebe:
Recurrent Face Aging with Hierarchical AutoRegressive Memory. IEEE Trans. Pattern Anal. Mach. Intell. 41(3): 654-668 (2019) - [j106]Enver Sangineto, Moin Nabi, Dubravko Culibrk, Nicu Sebe:
Self Paced Deep Learning for Weakly Supervised Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 41(3): 712-725 (2019) - [j105]Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe:
Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks. IEEE Trans. Pattern Anal. Mach. Intell. 41(6): 1426-1440 (2019) - [j104]Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling:
Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 11:1-11:3 (2019) - [j103]Aliaksandr Siarohin, Gloria Zen, Cveta Majtanovic, Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe:
Increasing Image Memorability with Neural Style Transfer. ACM Trans. Multim. Comput. Commun. Appl. 15(2): 42:1-42:22 (2019) - [c246]Mihai Marian Puscas, Dan Xu, Andrea Pilzer, Nicu Sebe:
Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation. 3DV 2019: 18-26 - [c245]Thittaporn Ganokratanaa, Supavadee Aramvith, Nicu Sebe:
Anomaly Event Detection Using Generative Adversarial Network for Surveillance Videos. APSIPA 2019: 1395-1399 - [c244]Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
Animating Arbitrary Objects via Deep Motion Transfer. CVPR 2019: 2377-2386 - [c243]Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan:
Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation. CVPR 2019: 2417-2426 - [c242]Zhenyu Zhang, Zhen Cui, Chunyan Xu, Yan Yan, Nicu Sebe, Jian Yang:
Pattern-Affinitive Propagation Across Depth, Surface Normal and Semantic Segmentation. CVPR 2019: 4106-4115 - [c241]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulò, Nicu Sebe, Elisa Ricci:
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss. CVPR 2019: 9471-9480 - [c240]Andrea Pilzer, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci:
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation. CVPR 2019: 9768-9777 - [c239]Hao Tang, Xinya Chen, Wei Wang, Dan Xu, Jason J. Corso, Nicu Sebe, Yan Yan:
Attribute-Guided Sketch Generation. FG 2019: 1-7 - [c238]Rodrigo Ferreira Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci:
Budget-Aware Adapters for Multi-Domain Learning. ICCV 2019: 382-391 - [c237]Cristiano Saltori, Subhankar Roy, Nicu Sebe, Giovanni Iacca:
Regularized Evolutionary Algorithm for Dynamic Neural Topology Search. ICIAP (1) 2019: 219-230 - [c236]Subhankar Roy, Aliaksandr Siarohin, Nicu Sebe:
Unsupervised Domain Adaptation Using Full-Feature Whitening and Colouring. ICIAP (2) 2019: 225-236 - [c235]Hao Tang, Wei Wang, Songsong Wu, Xinya Chen, Dan Xu, Nicu Sebe, Yan Yan:
Expression Conditional Gan for Facial Expression-to-Expression Translation. ICIP 2019: 4449-4453 - [c234]Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening and Coloring Batch Transform for GANs. ICLR (Poster) 2019 - [c233]Hao Tang, Dan Xu, Nicu Sebe, Yan Yan:
Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation. IJCNN 2019: 1-8 - [c232]Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. IJCNN 2019: 1-8 - [c231]Shreya Ghosh, Abhinav Dhall, Nicu Sebe, Tom Gedeon:
Predicting Group Cohesiveness in Images. IJCNN 2019: 1-8 - [c230]Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos:
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. IJCNN 2019: 1-7 - [c229]Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri:
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. ACM Multimedia 2019: 1916-1924 - [c228]Hao Tang, Dan Xu, Gaowen Liu, Wei Wang, Nicu Sebe, Yan Yan:
Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation. ACM Multimedia 2019: 2052-2060 - [c227]Xavier Alameda-Pineda, Miriam Redi, L. Elisa Celis, Nicu Sebe, Shih-Fu Chang:
FAT/MM'19: 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia. ACM Multimedia 2019: 2728-2729 - [c226]Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe:
First Order Motion Model for Image Animation. NeurIPS 2019: 7135-7145 - [c225]Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida:
CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks. SIBGRAPI 2019: 24-30 - [c224]Hao Tang, Heng Wei, Wei Xiao, Wei Wang, Dan Xu, Yan Yan, Nicu Sebe:
Deep Micro-Dictionary Learning and Coding Network. WACV 2019: 386-395 - [c223]Frederik Pahde, Mihai Marian Puscas, Jannik Wolff, Tassilo Klein, Nicu Sebe, Moin Nabi:
Low-Shot Learning From Imaginary 3D Model. WACV 2019: 978-985 - [c222]Mahdyar Ravanbakhsh, Enver Sangineto, Moin Nabi, Nicu Sebe:
Training Adversarial Discriminators for Cross-Channel Abnormal Event Detection in Crowds. WACV 2019: 1896-1904