| 2021 | DeepMark++: Real-time Clothing Detection at the Edge. | Alexey Sidnev, Alexander Krapivin, Alexey Trushkov, Ekaterina Krasikova, Maxim Kazakov, Mikhail Viryasov |
| 2021 | SLAM in the Field: An Evaluation of Monocular Mapping and Localization on Challenging Dynamic Agricultural Environment. | Fangwen Shu, Paul Lesur, Yaxu Xie, Alain Pagani, Didier Stricker |
| 2021 | Zero-Pair Image to Image Translation using Domain Conditional Normalization. | Samarth Shukla, Andrs Romero, Luc Van Gool, Radu Timofte |
| 2021 | RarePlanes: Synthetic Data Takes Flight. | Jacob Shermeyer, Thomas Hossler, Adam Van Etten, Daniel Hogan, Ryan Lewis, Daeil Kim |
| 2021 | Temporally Consistent 3D Human Pose Estimation Using Dual 360° Cameras. | Matthew Shere, Hansung Kim, Adrian Hilton |
| 2021 | Efficient Attention: Attention with Linear Complexities. | Zhuoran Shen, Mingyuan Zhang, Haiyu Zhao, Shuai Yi, Hongsheng Li |
| 2021 | Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation. | Yichen Shen, Zhilu Zhang, Mert R. Sabuncu, Lin Sun |
| 2021 | A Unified Framework for Compressive Video Recovery from Coded Exposure Techniques. | Prasan A. Shedligeri, Anupama S, Kaushik Mitra |
| 2021 | SubICap: Towards Subword-informed Image Captioning. | Naeha Sharif, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah |
| 2021 | Temporal Context Aggregation for Video Retrieval with Contrastive Learning. | Jie Shao, Xin Wen, Bingchen Zhao, Xiangyang Xue |
| 2021 | S-VVAD: Visual Voice Activity Detection by Motion Segmentation. | Muhammad Shahid, Cigdem Beyan, Vittorio Murino |
| 2021 | PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description. | Parshwa Shah, Arpit Garg, Vandit Gajjar |
| 2021 | AutoRetouch: Automatic Professional Face Retouching. | Alireza Shafaei, James J. Little, Mark Schmidt |
| 2021 | Only Time Can Tell: Discovering Temporal Data for Temporal Modeling. | Laura Sevilla-Lara, Shengxin Zha, Zhicheng Yan, Vedanuj Goswami, Matt Feiszli, Lorenzo Torresani |
| 2021 | Neural Contrast Enhancement of CT Image. | Minkyo Seo, Dongkeun Kim, Kyungmoon Lee, Seunghoon Hong, Jae Seok Bae, Jung Hoon Kim, Suha Kwak |
| 2021 | Misclassification Risk and Uncertainty Quantification in Deep Classifiers. | Murat Sensoy, Maryam Saleki, Simon Julier, Reyhan Aydogan, John Reid |
| 2021 | Focused LRP: Explainable AI for Face Morphing Attack Detection. | Clemens Seibold, Anna Hilsmann, Peter Eisert |
| 2021 | Motion Adaptive Deblurring with Single-Photon Cameras. | Trevor Seets, Atul Ingle, Martin Laurenzis, Andreas Velten |
| 2021 | SSGP: Sparse Spatial Guided Propagation for Robust and Generic Interpolation. | Ren Schuster, Oliver Wasenmller, Christian Unger, Didier Stricker |
| 2021 | A Deep Temporal Fusion Framework for Scene Flow Using a Learnable Motion Model and Occlusions. | Ren Schuster, Christian Unger, Didier Stricker |
| 2021 | Noisy Concurrent Training for Efficient Learning under Label Noise. | Fahad Sarfraz, Elahe Arani, Bahram Zonooz |
| 2021 | SuPEr - SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition. | Adrian Sandru, Georgian-Emilian Duta, Mariana-Iuliana Georgescu, Radu Tudor Ionescu |
| 2021 | From generalized zero-shot learning to long-tail with class descriptors. | Dvir Samuel, Yuval Atzmon, Gal Chechik |
| 2021 | Boosting Monocular Depth with Panoptic Segmentation Maps. | Faraz Saeedan, Stefan Roth |
| 2021 | EvidentialMix: Learning with Combined Open-set and Closed-set Noisy Labels. | Ragav Sachdeva, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro |