| 2022 | MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks. | Gianni Franchi, Xuanlong Yu, Andrei Bursuc, ngel Tena, Rmi Kazmierczak, Sverine Dubuisson, Emanuel Aldea, David Filliat |
| 2022 | Two-Stream Transformer Architecture for Long Form Video Understanding. | Edward Fish, Jon Weinbren, Andrew Gilbert |
| 2022 | SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise. | Chen Feng, Georgios Tzimiropoulos, Ioannis Patras |
| 2022 | XCon: Learning with Experts for Fine-grained Category Discovery. | Yixin Fei, Zhongkai Zhao, Siwei Yang, Bingchen Zhao |
| 2022 | DisPositioNet: Disentangled Pose and Identity in Semantic Image Manipulation. | Azade Farshad, Yousef Yeganeh, Helisa Dhamo, Federico Tombari, Nassir Navab |
| 2022 | Less is More: Facial Landmarks can Recognize a Spontaneous Smile. | Md. Tahrim Faroque, Yan Yang, Md. Zakir Hossain, Sheikh Motahar Naim, Nabeel Mohammed, Shafin Rahman |
| 2022 | Towards Self-Supervised Gaze Estimation. | Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera |
| 2022 | A Cascade Dense Connection Fusion Network for Depth Completion. | Rizhao Fan, Zhigen Li, Matteo Poggi, Stefano Mattoccia |
| 2022 | Why Do Self-Supervised Models Transfer? On the Impact of Invariance on Downstream Tasks. | Linus Ericsson, Henry Gouk, Timothy M. Hospedales |
| 2022 | Exemplar Learning for Medical Image Segmentation. | Qing En, Yuhong Guo |
| 2022 | Adapting branched networks to realise progressive intelligence. | Jack Dymond, Sebastian Stein, Steve R. Gunn |
| 2022 | Layer Folding: Neural Network Depth Reduction using Activation Linearization. | Amir Ben Dror, Niv Zehngut, Avraham Raviv, Evgeny Artyomov, Ran Vitek |
| 2022 | Explorable Data Consistent CT Reconstruction. | Hannah Drge, Yuval Bahat, Felix Heide, Michael Moeller |
| 2022 | Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks. | Xin Dong, Hongxu Yin, Jos M. lvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung |
| 2022 | Variational Simultaneous Stereo Matching and Defogging in Low Visibility. | Yining Ding, Andrew M. Wallace, Sen Wang |
| 2022 | SalLiDAR: Saliency Knowledge Transfer Learning for 3D Point Cloud Understanding. | Guanqun Ding, Nevrez Imamoglu, Ali Caglayan, Masahiro Murakawa, Ryosuke Nakamura |
| 2022 | Visual-Semantic Transformer for Scene Text Recognition. | Liang Diao, Xin Tang, Jun Wang, Rui Fang, Guotong Xie, Weifu Chen |
| 2022 | Scaling up Instance Segmentation using Approximately Localized Phrases. | Karan Desai, Ishan Misra, Justin Johnson, Laurens van der Maaten |
| 2022 | Robust Target Training for Multi-Source Domain Adaptation. | Zhongying Deng, Da Li, Yi-Zhe Song, Tao Xiang |
| 2022 | Knowledge Diversification in Ensembles of Identical Neural Networks. | Bishshoy Das, Sumantra Dutta Roy |
| 2022 | Animal Pose Refinement in 2D Images with 3D Constraints. | Xiaowei Dai, Shuiwang Li, Qijun Zhao, Hongyu Yang |
| 2022 | Energy-Based Residual Latent Transport for Unsupervised Point Cloud Completion. | Ruikai Cui, Shi Qiu, Saeed Anwar, Jing Zhang, Nick Barnes |
| 2022 | Neighbor Regularized Bayesian Optimization for Hyperparameter Optimization. | Lei Cui, Yangguang Li, Xin Lu, Dong An, Fenggang Liu |
| 2022 | You Only Need 90K Parameters to Adapt Light: a Light Weight Transformer for Image Enhancement and Exposure Correction. | Ziteng Cui, Kunchang Li, Lin Gu, Shenghan Su, Peng Gao, Zhengkai Jiang, Yu Qiao, Tatsuya Harada |
| 2022 | PAUMER: Patch Pausing Transformer for Semantic Segmentation. | Evann Courdier, Prabhu Teja Sivaprasad, Franois Fleuret |