| 2022 | Dataset Knowledge Transfer for Class-Incremental Learning without Memory. | Habib Slim, Eden Belouadah, Adrian Popescu, Darian M. Onchis |
| 2022 | The Hitchhiker's Guide to Prior-Shift Adaptation. | Toms Sipka, Milan Sulc, Jir Matas |
| 2022 | Nonnegative Low-Rank Tensor Completion via Dual Formulation with Applications to Image and Video Completion. | Tanmay Kumar Sinha, Jayadev Naram, Pawan Kumar |
| 2022 | Powerful Physical Adversarial Examples Against Practical Face Recognition Systems. | Inderjeet Singh, Toshinori Araki, Kazuya Kakizaki |
| 2022 | Towards a Robust Differentiable Architecture Search under Label Noise. | Christian Simon, Piotr Koniusz, Lars Petersson, Yan Han, Mehrtash Harandi |
| 2022 | Meta-Learning for Multi-Label Few-Shot Classification. | Christian Simon, Piotr Koniusz, Mehrtash Harandi |
| 2022 | Bayesian Uncertainty and Expected Gradient Length - Regression: Two Sides Of The Same Coin? | Megh Shukla |
| 2022 | An Investigation of Critical Issues in Bias Mitigation Techniques. | Robik Shrestha, Kushal Kafle, Christopher Kanan |
| 2022 | Deep Online Fused Video Stabilization. | Zhenmei Shi, Fuhao Shi, Wei-Sheng Lai, Chia-Kai Liang, Yingyu Liang |
| 2022 | Self-Supervised Shape Alignment for Sports Field Registration. | Feng Shi, Paul Marchwica, Juan Camilo Gamboa Higuera, Mike Jamieson, Mehrsan Javan, Parthipan Siva |
| 2022 | Unsupervised Sounding Object Localization with Bottom-Up and Top-Down Attention. | Jiayin Shi, Chao Ma |
| 2022 | A Semi-supervised Generalized VAE Framework for Abnormality Detection using One-Class Classification. | Renuka Sharma, Satvik Mashkaria, Suyash P. Awate |
| 2022 | Intelligent Camera Selection Decisions for Target Tracking in a Camera Network. | Anil Sharma, Saket Anand, Sanjit K. Kaul |
| 2022 | MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching. | Faranak Shamsafar, Samuel Woerz, Rafia Rahim, Andreas Zell |
| 2022 | Pose and Joint-Aware Action Recognition. | Anshul Shah, Shlok Mishra, Ankan Bansal, Jun-Cheng Chen, Rama Chellappa, Abhinav Shrivastava |
| 2022 | Few-shot Weakly-Supervised Object Detection via Directional Statistics. | Amirreza Shaban, Amir Rahimi, Thalaiyasingam Ajanthan, Byron Boots, Richard Hartley |
| 2022 | Less Can Be More: Sound Source Localization With a Classification Model. | Arda Senocak, Hyeonggon Ryu, Junsik Kim, In So Kweon |
| 2022 | HybVIO: Pushing the Limits of Real-time Visual-inertial Odometry. | Otto Seiskari, Pekka Rantalankila, Juho Kannala, Jerry Ylilammi, Esa Rahtu, Arno Solin |
| 2022 | PRECODE - A Generic Model Extension to Prevent Deep Gradient Leakage. | Daniel Scheliga, Patrick Mder, Marco Seeland |
| 2022 | Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo. | Francesco Sarno, Suryansh Kumar, Berk Kaya, Zhiwu Huang, Vittorio Ferrari, Luc Van Gool |
| 2022 | Leveraging Test-Time Consensus Prediction for Robustness against Unseen Noise. | Anindya Sarkar, Anirban Sarkar, Vineeth N. Balasubramanian |
| 2022 | Trading-off Information Modalities in Zero-shot Classification. | Jorge Snchez, Matas Molina |
| 2022 | Learned Event-based Visual Perception for Improved Space Object Detection. | Nikolaus Salvatore, Justin Fletcher |
| 2022 | Challenges in Procedural Multimodal Machine Comprehension: A Novel Way To Benchmark. | Pritish Sahu, Karan Sikka, Ajay Divakaran |
| 2022 | Monocular Depth Estimation Using Multi Scale Neural Network And Feature Fusion. | Abhinav Sagar |