| 2021 | Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples. | Amin Banitalebi-Dehkordi, Yong Zhang |
| 2021 | Multi-Exit Vision Transformer for Dynamic Inference. | Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis |
| 2021 | Learning Not to Reconstruct Anomalies. | Marcella Astrid, Muhammad Zaigham Zaheer, Jae-Yeong Lee, Seung-Ik Lee |
| 2021 | 360-Degree Gaze Estimation in the Wild Using Multiple Zoom Scales. | Ashesh, Chu-Song Chen, Hsuan-Tien Lin |
| 2021 | How Important is Importance Sampling for Deep Budgeted Training? | Eric Arazo, Diego Ortego, Paul Albert, Noel E. O'Connor, Kevin McGuinness |
| 2021 | DEX: Domain Embedding Expansion for Generalized Person Re-identification. | Eugene P. W. Ang, Shan Lin, Alex C. Kot |
| 2021 | Re-ID-AR: Improved Person Re-identification in Videovia Joint Weakly Supervised Action Recognition. | Aishah Alsehaim, Toby P. Breckon |
| 2021 | Deep Motion Blind Video Stabilization. | Muhammad Kashif Ali, Sangjoon Yu, Tae Hyun Kim |
| 2021 | Rethinking Clustering for Robustness. | Motasem Alfarra, Juan C. Prez, Adel Bibi, Ali K. Thabet, Pablo Arbelez, Bernard Ghanem |
| 2021 | ASM-Net: Category-level Pose and Shape Estimation Using Parametric Deformation. | Shuichi Akizuki, Manabu Hashimoto |
| 2021 | EBJR: Energy-Based Joint Reasoning for Adaptive Inference. | Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang |
| 2021 | Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks. | Stefan Ainetter, Christoph Bhm, Rohit Dhakate, Stephan Weiss, Friedrich Fraundorfer |
| 2021 | Audio-Visual Synchronisation in the wild. | Triantafyllos Afouras, Honglie Chen, Weidi Xie, Arsha Nagrani, Andrea Vedaldi, Andrew Zisserman |
| 2021 | Semi-Supervised Raw-to-Raw Mapping. | Mahmoud Afifi, Abdullah Abuolaim |
| 2021 | Rich Semantics Improve Few-Shot Learning. | Mohamed Afham, Salman Khan, Muhammad Haris Khan, Muzammal Naseer, Fahad Shahbaz Khan |
| 2021 | Efficient Video Super Resolution by Gated Local Self Attention. | Davide Abati, Amir Ghodrati, Amirhossein Habibian |
| 2021 | Dynamic Feature Alignment for Semi-supervised Domain Adaptation. | Yu Zhang, Gongbo Liang, Nathan Jacobs |
| 2021 | Generative Dynamic Patch Attack. | Xiang Li, Shihao Ji |
| 2021 | Learning Synergistic Attention for Light Field Salient Object Detection. | Yi Zhang, Geng Chen, Qian Chen, Yujia Sun, Yong Xia, Olivier Dforges, Wassim Hamidouche, Lu Zhang |
| 2021 | HR-RCNN: Hierarchical Relational Reasoning for Object Detection. | Hao Chen, Abhinav Shrivastava |
| 2021 | Learning to Predict Convolutional Filters with Guidance for Conditional Image Generation. | Lei Chen, Mengyao Zhai, Greg Mori |
| 2021 | Diagnosing Errors in Video Relation Detectors. | Shuo Chen, Pascal Mettes, Cees Snoek |
| 2021 | Deep Video Inpainting Detection. | Peng Zhou, Ning Yu, Zuxuan Wu, Larry Davis, Abhinav Shrivastava, Ser-Nam Lim |
| 2021 | Continuous Event-Line Constraint for Closed-Form Velocity Initialization. | Xin Peng, Wanting Xu, Jiaqi Yang, Laurent Kneip |
| 2021 | Self-Supervised Learning of Image Scale and Orientation. | Jongmin Lee, Yoonwoo Jeong, Minsu Cho |