| 2021 | Overcomplete Deep Subspace Clustering Networks. | Jeya Maria Jose Valanarasu, Vishal M. Patel |
| 2021 | Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving. | Michal Uricr, Ganesh Sistu, Hazem Rashed, Antonn Vobeck, Varun Ravi Kumar, Pavel Krzek, Fabian Brger, Senthil Kumar Yogamani |
| 2021 | Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection. | Ozan Unal, Luc Van Gool, Dengxin Dai |
| 2021 | Pose-based Sign Language Recognition using GCN and BERT. | Anirudh Tunga, Sai Vidyaranya Nuthalapati, Juan P. Wachs |
| 2021 | Whose hand is this? Person Identification from Egocentric Hand Gestures. | Satoshi Tsutsui, Yanwei Fu, David J. Crandall |
| 2021 | Dual-Stream Fusion Network for Spatiotemporal Video Super-Resolution. | Min-Yuan Tseng, Yen-Chung Chen, Yi-Lun Lee, Wei-Sheng Lai, Yi-Hsuan Tsai, Wei-Chen Chiu |
| 2021 | FACEGAN: Facial Attribute Controllable rEenactment GAN. | Soumya Tripathy, Juho Kannala, Esa Rahtu |
| 2021 | Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes. | Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu |
| 2021 | Goal-driven Long-Term Trajectory Prediction. | Hung Tran, Vuong Le, Truyen Tran |
| 2021 | DACS: Domain Adaptation via Cross-domain Mixed Sampling. | Wilhelm Tranheden, Viktor Olsson, Juliano Pinto, Lennart Svensson |
| 2021 | A Pose Proposal and Refinement Network for Better 6D Object Pose Estimation. | Ameni Trabelsi, Mohamed Chaabane, Nathaniel Blanchard, J. Ross Beveridge |
| 2021 | Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings. | Marco Toldo, Umberto Michieli, Pietro Zanuttigh |
| 2021 | This Face Does Not Exist... But It Might Be Yours! Identity Leakage in Generative Models. | Patrick Tinsley, Adam Czajka, Patrick J. Flynn |
| 2021 | Fast Kernelized Correlation Filter without Boundary Effect. | Ming Tang, Linyu Zheng, Bin Yu, Jinqiao Wang |
| 2021 | Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation. | Tianqi Tang, Xin Yu, Xuanyi Dong, Yi Yang |
| 2021 | Proposal Learning for Semi-Supervised Object Detection. | Peng Tang, Chetan Ramaiah, Yan Wang, Ran Xu, Caiming Xiong |
| 2021 | Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation. | Hao Tang, Xingwei Liu, Kun Han, Xiaohui Xie, Xuming Chen, Qian Huang, Yong Liu, Shanlin Sun, Narisu Bai |
| 2021 | TrustMAE: A Noise-Resilient Defect Classification Framework using Memory-Augmented Auto-Encoders with Trust Regions. | Daniel Stanley Tan, Yi-Chun Chen, Trista Pei-Chun Chen, Wei-Chao Chen |
| 2021 | LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval. | Reuben Tan, Huijuan Xu, Kate Saenko, Bryan A. Plummer |
| 2021 | HyperCon: Image-To-Video Model Transfer for Video-To-Video Translation Tasks. | Ryan Szeto, Mostafa El-Khamy, Jungwon Lee, Jason J. Corso |
| 2021 | Learning of low-level feature keypoints for accurate and robust detection. | Suwichaya Suwanwimolkul, Satoshi Komorita, Kazuyuki Tasaka |
| 2021 | A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition. | Ayush Srivastava, Oshin Dutta, Jigyasa Gupta, Sumeet Agarwal, Prathosh AP |
| 2021 | Scale Equivariance Improves Siamese Tracking. | Ivan Sosnovik, Artem Moskalev, Arnold W. M. Smeulders |
| 2021 | Mutual Information Maximization on Disentangled Representations for Differential Morph Detection. | Sobhan Soleymani, Ali Dabouei, Fariborz Taherkhani, Jeremy M. Dawson, Nasser M. Nasrabadi |
| 2021 | Foreground-aware Semantic Representations for Image Harmonization. | Konstantin Sofiiuk, Polina Popenova, Anton Konushin |