| 2022 | Shifting Transformation Learning for Robust Out-of-Distribution Detection. | Sina Mohseni, Arash Vahdat, Jay Yadawa |
| 2022 | Learning visual representations for transfer learning by suppressing texture. | Shlok Kumar Mishra, Anshul Shah, Ankan Bansal, Janit Anjaria, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David Jacobs |
| 2022 | Information Theoretic Representation Distillation. | Roy Miles, Adrin Lpez Rodrguez, Krystian Mikolajczyk |
| 2022 | Joint Reconstruction and Super Resolution of Hyper-Spectral CTIS Images. | Mazen Mel, Alexander Gatto, Pietro Zanuttigh |
| 2022 | Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding. | Guofeng Mei, Cristiano Saltori, Fabio Poiesi, Jian Zhang, Elisa Ricci, Nicu Sebe, Qiang Wu |
| 2022 | Contrastive Learning for Controllable Blind Video Restoration. | Givi Meishvili, Abdelaziz Djelouah, Shinobu Hattori, Christopher Schroers |
| 2022 | Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models. | Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, Weidi Xie |
| 2022 | Unsupervised Low Light Image Enhancement Transformer Based on Dual Contrastive Learning. | Fengji Ma, Jinping Sun |
| 2022 | ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields. | Octave Mariotti, Oisin Mac Aodha, Hakan Bilen |
| 2022 | BaseTransformers: Attention over base data-points for One Shot Learning. | Mayug Maniparambil, Kevin McGuinness, Noel E. O'Connor |
| 2022 | Program Generation from Diverse Video Demonstrations. | Anthony Manchin, Jamie Sherrah, Qi Wu, Anton van den Hengel |
| 2022 | Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations. | Hashmat Shadab Malik, Shahina K. Kunhimon, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan |
| 2022 | Unleashing the Potential of Vision-Language Models for Long-Tailed Visual Recognition. | Teli Ma, Shijie Geng, Mengmeng Wang, Sheng Xu, Hongsheng Li, Baochang Zhang, Peng Gao, Yu Qiao |
| 2022 | SAGE: Saliency-Guided Mixup with Optimal Rearrangements. | Avery Ma, Nikita Dvornik, Ran Zhang, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly |
| 2022 | Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment. | Yuchen Ma, Yanbei Chen, Zeynep Akata |
| 2022 | Learning to Construct 3D Building Wireframes from 3D Line Clouds. | Yicheng Luo, Jing Ren, Xuefei Zhe, Di Kang, Yajing Xu, Peter Wonka, Linchao Bao |
| 2022 | Trans2k: Unlocking the Power of Deep Models for Transparent Object Tracking. | Alan Lukezic, Ziga Trojer, Jiri Matas, Matej Kristan |
| 2022 | Pyramid Region-based Slot Attention Network for Temporal Action Proposal Generation. | Shuaicheng Li, Feng Zhang, Rui-Wei Zhao, Kunlin Yang, Lingbo Liu, Rui Feng, Jun Hou |
| 2022 | Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning. | Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi |
| 2022 | CounTR: Transformer-based Generalised Visual Counting. | Chang Liu, Yujie Zhong, Andrew Zisserman, Weidi Xie |
| 2022 | RGB-T Multi-Modal Crowd Counting Based on Transformer. | Zhengyi Liu, Wei Wu, Yacheng Tan, Guanghui Zhang |
| 2022 | Global Filter Pruning with Self-Attention for Real-Time UAV Tracking. | Mengyuan Liu, Yuelong Wang, Qiangyu Sun, Shuiwang Li |
| 2022 | Meta Transferring for Deblurring. | Po-Sheng Liu, Fu-Jen Tsai, Yan-Tsung Peng, Chung-Chi Tsai, Chia-Wen Lin, Yen-Yu Lin |
| 2022 | Disentangling based Environment-Robust Feature Learning for Person ReID. | Yifan Liu, Yali Li, Shengjin Wang |
| 2022 | Reading Chinese in Natural Scenes with a Bag-of-Radicals Prior. | Yongbin Liu, Qingjie Liu, Jiaxin Chen, Yunhong Wang |