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Niculae Sebe
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- affiliation: University of Trento, Italy
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2020 – today
- 2022
[j142]Vinicius F. Arruda
, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos:
Cross-domain object detection using unsupervised image translation. Expert Syst. Appl. 192: 116334 (2022)- [j141]Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe:
Curriculum Learning: A Survey. Int. J. Comput. Vis. 130(6): 1526-1565 (2022) - [j140]Victor Guilherme Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci:
solo-learn: A Library of Self-supervised Methods for Visual Representation Learning. J. Mach. Learn. Res. 23: 56:1-56:6 (2022) - [j139]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. Mach. Vis. Appl. 33(3): 50 (2022) - [j138]Jingdong Wang, Zhuowen Tu, Jianlong Fu, Nicu Sebe, Serge J. Belongie:
Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 560-562 (2022) - [j137]Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe:
Probabilistic Graph Attention Network With Conditional Kernels for Pixel-Wise Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2673-2688 (2022) - [j136]Thittaporn Ganokratanaa, Supavadee Aramvith, Nicu Sebe:
Video anomaly detection using deep residual-spatiotemporal translation network. Pattern Recognit. Lett. 155: 143-150 (2022) - [j135]Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li:
Relation Regularized Scene Graph Generation. IEEE Trans. Cybern. 52(7): 5961-5972 (2022) - [j134]Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe:
Joint Representation Learning and Keypoint Detection for Cross-View Geo-Localization. IEEE Trans. Image Process. 31: 3780-3792 (2022) - [j133]Hao Tang, Nicu Sebe:
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes. IEEE Trans. Multim. 24: 2963-2974 (2022) - [j132]Guansong Pang, Charu Aggarwal, Chunhua Shen, Nicu Sebe:
Editorial Deep Learning for Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2282-2286 (2022) - [j131]Shiliang Zhang, Guorong Li, Weigang Zhang, Qingming Huang, Tiejun Huang, Mubarak Shah, Nicu Sebe:
Introduction to the Special Issue on Fine-Grained Visual Recognition and Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 18(1s): 24:1-24:3 (2022) - [c284]Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao:
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer. AAAI 2022: 258-266 - [c283]Nicu Sebe:
Image and Video Generation: A Deep Learning Approach. ICPRAM 2022: 11 - [c282]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci:
Dual-Head Contrastive Domain Adaptation for Video Action Recognition. WACV 2022: 2234-2243 - [i142]Yue Song, Nicu Sebe, Wei Wang:
Fast Differentiable Matrix Square Root. CoRR abs/2201.08663 (2022) - [i141]Yue Song, Nicu Sebe, Wei Wang:
Fast Differentiable Matrix Square Root and Inverse Square Root. CoRR abs/2201.12543 (2022) - [i140]Yue Song, Hao Tang, Nicu Sebe, Wei Wang:
Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling. CoRR abs/2202.04112 (2022) - [i139]Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li:
Relation Regularized Scene Graph Generation. CoRR abs/2202.10826 (2022) - [i138]Hao Tang, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Local and Global GANs with Semantic-Aware Upsampling for Image Generation. CoRR abs/2203.00047 (2022) - [i137]Yongguo Ling, Zhun Zhong, Donglin Cao, Zhiming Luo, Yaojin Lin, Shaozi Li, Nicu Sebe:
Cross-Modality Earth Mover's Distance for Visible Thermal Person Re-Identification. CoRR abs/2203.01675 (2022) - [i136]Fengxiang Yang, Zhun Zhong, Zhiming Luo, Shaozi Li, Nicu Sebe:
Federated and Generalized Person Re-identification through Domain and Feature Hallucinating. CoRR abs/2203.02689 (2022) - [i135]Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov, Nicu Sebe, Ivan V. Oseledets:
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning. CoRR abs/2203.10833 (2022) - [i134]Songsong Wu, Hao Tang, Xiao-Yuan Jing, Haifeng Zhao, Jianjun Qian, Nicu Sebe, Yan Yan:
Cross-View Panorama Image Synthesis. CoRR abs/2203.11832 (2022) - [i133]Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee:
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation. CoRR abs/2204.02548 (2022) - [i132]Aleksandr Ermolov, Enver Sangineto, Nicu Sebe:
Temporal Alignment for History Representation in Reinforcement Learning. CoRR abs/2204.03525 (2022) - [i131]Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe:
LeRaC: Learning Rate Curriculum. CoRR abs/2205.09180 (2022) - [i130]Yahui Liu, Bin Ren, Yue Song, Wei Bi, Nicu Sebe, Wei Wang:
Breaking the Chain of Gradient Leakage in Vision Transformers. CoRR abs/2205.12551 (2022) - [i129]Yue Song, Nicu Sebe, Wei Wang:
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition. CoRR abs/2205.13282 (2022) - [i128]Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe:
Spatial Entropy Regularization for Vision Transformers. CoRR abs/2206.04636 (2022) - [i127]Jichao Zhang, Jingjing Chen, Hao Tang, Enver Sangineto, Peng Wu, Yan Yan, Nicu Sebe, Wei Wang:
Unsupervised High-Resolution Portrait Gaze Correction and Animation. CoRR abs/2207.00256 (2022) - [i126]Baptiste Chopin, Hao Tang, Naima Otberdout, Mohamed Daoudi, Nicu Sebe:
Interaction Transformer for Human Reaction Generation. CoRR abs/2207.01685 (2022) - [i125]Yue Song, Nicu Sebe, Wei Wang:
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality. CoRR abs/2207.02119 (2022) - [i124]Yue Song, Nicu Sebe, Wei Wang:
Batch-efficient EigenDecomposition for Small and Medium Matrices. CoRR abs/2207.04228 (2022) - [i123]Bin Ren, Hao Tang, Yiming Wang, Xia Li, Wei Wang, Nicu Sebe:
PI-Trans: Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation. CoRR abs/2207.04242 (2022) - [i122]Zhun Zhong, Yuyang Zhao, Gim Hee Lee, Nicu Sebe:
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation. CoRR abs/2207.04892 (2022) - [i121]Subhankar Roy, Mingxuan Liu, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Class-incremental Novel Class Discovery. CoRR abs/2207.08605 (2022) - [i120]Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi:
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation. CoRR abs/2207.09763 (2022) - [i119]Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Elisa Ricci, Fabio Poiesi:
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation. CoRR abs/2207.09778 (2022) - [i118]Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci:
Unsupervised Domain Adaptation for Video Transformers in Action Recognition. CoRR abs/2207.12842 (2022) - 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) - [c281]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 - [c280]Bin Ren, Hao Tang, Nicu Sebe:
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation. BMVC 2021: 218 - [c279]Haoyu Chen, Hao Tang, Nicu Sebe, Guoying Zhao:
AniFormer: Data-driven 3D Animation with Transformer. BMVC 2021: 345 - [c278]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 - [c277]Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation. CVPR 2021: 5351-5360 - [c276]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 - [c275]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 - [c274]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 - [c273]Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe:
Neighborhood Contrastive Learning for Novel Class Discovery. CVPR 2021: 10867-10875 - [c272]Yue Song, Nicu Sebe, Wei Wang:
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? ICCV 2021: 1095-1103 - [c271]Xinyan Liu, Guorong Li, Zhenjun Han, Weigang Zhang, Yifan Yang, Qingming Huang, Nicu Sebe:
Exploiting sample correlation for crowd counting with multi-expert network. ICCV 2021: 3195-3204 - [c270]Haoyu Chen, Hao Tang, Henglin Shi, Wei Peng, Nicu Sebe, Guoying Zhao:
Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer. ICCV 2021: 8610-8619 - [c269]Guanglei Yang, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci:
Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction. ICCV 2021: 16249-16259 - [c268]Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe:
Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset. ICCVW 2021: 2896-2905 - [c267]Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe:
Whitening for Self-Supervised Representation Learning. ICML 2021: 3015-3024 - [c266]Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Efficient Training of Visual Transformers with Small Datasets. NeurIPS 2021: 23818-23830 - [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 - [i117]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) - [i116]Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe:
Curriculum Learning: A Survey. CoRR abs/2101.10382 (2021) - [i115]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) - [i114]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) - [i113]Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci:
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation. CoRR abs/2104.00808 (2021) - [i112]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) - [i111]Yue Song, Nicu Sebe, Wei Wang:
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? CoRR abs/2105.02498 (2021) - [i110]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) - [i109]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) - [i108]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) - [i107]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) - [i106]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) - [i105]Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe:
Neighborhood Contrastive Learning for Novel Class Discovery. CoRR abs/2106.10731 (2021) - [i104]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) - [i103]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) - [i102]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) - [i101]Hao Tang, Nicu Sebe:
Layout-to-Image Translation with Double Pooling Generative Adversarial Networks. CoRR abs/2108.12900 (2021) - [i100]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) - [i99]Bin Ren, Hao Tang, Nicu Sebe:
Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation. CoRR abs/2110.10183 (2021) - [i98]Haoyu Chen, Hao Tang, Nicu Sebe, Guoying Zhao:
AniFormer: Data-driven 3D Animation with Transformer. CoRR abs/2110.10533 (2021) - [i97]Guanglei Yang, Zhun Zhong, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci:
Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation. CoRR abs/2111.10339 (2021) - [i96]Guanglei Yang, Hao Tang, Humphrey Shi, Mingli Ding, Nicu Sebe, Radu Timofte, Luc Van Gool, Elisa Ricci:
Global and Local Alignment Networks for Unpaired Image-to-Image Translation. CoRR abs/2111.10346 (2021) - [i95]Zipeng Xu, Tianwei Lin, Hao Tang, Fu Li, Dongliang He, Nicu Sebe, Radu Timofte, Luc Van Gool, Errui Ding:
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model. CoRR abs/2111.13333 (2021) - [i94]Jichao Zhang, Enver Sangineto, Hao Tang, Aliaksandr Siarohin, Zhun Zhong, Nicu Sebe, Wei Wang:
3D-Aware Semantic-Guided Generative Model for Human Synthesis. CoRR abs/2112.01422 (2021) - [i93]Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee:
Novel Class Discovery in Semantic Segmentation. CoRR abs/2112.01900 (2021) - [i92]Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao:
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer. CoRR abs/2112.07374 (2021) - [i91]Ramanathan Subramanian, Yan Yan, Nicu Sebe:
Expert and Crowd-Guided Affect Annotation and Prediction. CoRR abs/2112.08432 (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]