| 2021 | Edge-aware Bidirectional Diffusion for Dense Depth Estimation from Light Fields. | Numair Khan, Min H. Kim, James Tompkin |
| 2021 | V3GAN: Decomposing Background, Foreground and Motion for Video Generation. | Arti Keshari, Sonam Gupta, Sukhendu Das |
| 2021 | With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition. | Evangelos Kazakos, Jaesung Huh, Arsha Nagrani, Andrew Zisserman, Dima Damen |
| 2021 | TICaM: A Time-of-flight In-car Cabin Monitoring Dataset. | Jigyasa Singh Katrolia, Ahmed El-Sherif, Hartmut Feld, Bruno Mirbach, Jason R. Rambach, Didier Stricker |
| 2021 | Multi-view Image-based Hand Geometry Refinement using Differentiable Monte Carlo Ray Tracing. | Giorgos Karvounas, Nikolaos Kyriazis, Iason Oikonomidis, Aggeliki Tsoli, Antonis A. Argyros |
| 2021 | TinyStarGAN v2: Distilling StarGAN v2 for Efficient Diverse Image Synthesis for Multiple Domains. | Paras Kapoor, Tien D. Bui |
| 2021 | PhIT-Net: Photo-consistent Image Transform for Robust Illumination Invariant Matching. | Damian Kaliroff, Guy Gilboa |
| 2021 | In-N-Out: Towards Good Initialization for Inpainting and Outpainting. | Changho Jo, Woobin Im, Sung-Eui Yoon |
| 2021 | Weakly Supervised Semantic Segmentation: From Box to Tag and Back. | Zongliang Ji, Olga Veksler |
| 2021 | Towards Overcoming False Positives in Visual Relationship Detection. | Daisheng Jin, Xiao Ma, Chongzhi Zhang, Yizhuo Zhou, Jiashu Tao, Mingyuan Zhang, Zhoujun Li |
| 2021 | Separable Batch Normalization for Robust Facial Landmark Localization. | Shuangping Jin, Zhenhua Feng, Wankou Yang, Josef Kittler |
| 2021 | Quantised Transforming Auto-Encoders: Achieving Equivariance to Arbitrary Transformations in Deep Networks. | Jianbo Jiao, Joo F. Henriques |
| 2021 | AttNAS: Searching Attentions for Lightweight Semantic Segmentation. | Yingying Jiang, Zhuoxin Gan, Ke Lin, Yong A |
| 2021 | MMD-ReID: A Simple but Effective Solution for Visible-Thermal Person ReID. | Chaitra Jambigi, Ruchit Rawal, Anirban Chakraborty |
| 2021 | Conditional Model Selection for Efficient Video Understanding. | Mihir Jain, Haitam Ben Yahia, Amir Ghodrati, Amirhossein Habibian, Fatih Porikli |
| 2021 | FAR: A General Framework for Attributional Robustness. | Adam Ivankay, Ivan Girardi, Chiara Marchiori, Pascal Frossard |
| 2021 | Extended Differentiable Marching Cubes by Manifold-Preserving Shape Inflation. | Kiichi Itoh, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki |
| 2021 | Simpler Does It: Generating Semantic Labels with Objectness Guidance. | Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce |
| 2021 | Class-Balanced Distillation for Long-Tailed Visual Recognition. | Ahmet Iscen, Andr Arajo, Boqing Gong, Cordelia Schmid |
| 2021 | PS-Transformer: Learning Sparse Photometric Stereo Network using Self-Attention Mechanism. | Satoshi Ikehata |
| 2021 | Inside Out Visual Place Recognition. | Sarah Ibrahimi, Nanne van Noord, Tim Alpherts, Marcel Worring |
| 2021 | Taming Visually Guided Sound Generation. | Vladimir Iashin, Esa Rahtu |
| 2021 | Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network. | Sungwon Hwang, Hyungtae Lim, Hyun Myung |
| 2021 | Non-Autoregressive Sign Language Production with Gaussian Space. | Eui Jun Hwang, Jung-Ho Kim, Jong C. Park |
| 2021 | ECINN: Efficient Counterfactuals from Invertible Neural Networks. | Frederik Hvilshj, Alexandros Iosifidis, Ira Assent |