| 2022 | Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement. | Shen Zheng, Gaurav Gupta |
| 2022 | Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels. | Evgenii Zheltonozhskii, Chaim Baskin, Avi Mendelson, Alex M. Bronstein, Or Litany |
| 2022 | Towards Class-Oriented Poisoning Attacks Against Neural Networks. | Bingyin Zhao, Yingjie Lao |
| 2022 | Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings. | Zhongyang Zhang, Zhiyang Xu, Zia Ahmed, Asif Salekin, Tauhidur Rahman |
| 2022 | Low-cost Multispectral Scene Analysis with Modality Distillation. | Heng Zhang, lisa Fromont, Sbastien Lefvre, Bruno Avignon |
| 2022 | Inpaint2Learn: A Self-Supervised Framework for Affordance Learning. | Lingzhi Zhang, Weiyu Du, Shenghao Zhou, Jiancong Wang, Jianbo Shi |
| 2022 | Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning. | Zehua Zhang, David Crandall |
| 2022 | Perceptual Consistency in Video Segmentation. | Yizhe Zhang, Shubhankar Borse, Hong Cai, Ying Wang, Ning Bi, Xiaoyun Jiang, Fatih Porikli |
| 2022 | AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation. | Yizhe Zhang, Shubhankar Borse, Hong Cai, Fatih Porikli |
| 2022 | Hessian-Aware Pruning and Optimal Neural Implant. | Shixing Yu, Zhewei Yao, Amir Gholami, Zhen Dong, Sehoon Kim, Michael W. Mahoney, Kurt Keutzer |
| 2022 | SC-UDA: Style and Content Gaps aware Unsupervised Domain Adaptation for Object Detection. | Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Tong Shen, Pei Yu, Dimitrios Lymberopoulos, Sidi Lu, Weisong Shi, Xiang Chen |
| 2022 | Subjective Quality Assessment of User-Generated Content Gaming Videos. | Xiangxu Yu, Zhengzhong Tu, Zhenqiang Ying, Alan C. Bovik, Neil Birkbeck, Yilin Wang, Balu Adsumilli |
| 2022 | Argus++: Robust Real-time Activity Detection for Unconstrained Video Streams with Overlapping Cube Proposals. | Lijun Yu, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann |
| 2022 | Recursive Contour-Saliency Blending Network for Accurate Salient Object Detection. | Yi Ke Yun, Takahiro Tsubono |
| 2022 | S | Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li |
| 2022 | Measuring Hidden Bias within Face Recognition via Racial Phenotypes. | Seyma Yucer, Furkan Tektas, Noura Al Moubayed, Toby P. Breckon |
| 2022 | Learning to Weight Filter Groups for Robust Classification. | Siyang Yuan, Yitong Li, Dong Wang, Ke Bai, Lawrence Carin, David E. Carlson |
| 2022 | Feature-Align Network with Knowledge Distillation for Efficient Denoising. | Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra |
| 2022 | MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution. | Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan |
| 2022 | Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation. | Jeongbeen Yoon, Dahyun Kang, Minsu Cho |
| 2022 | ADC: Adversarial attacks against object Detection that evade Context consistency checks. | Mingjun Yin, Shasha Li, Chengyu Song, M. Salman Asif, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy |
| 2022 | A Context-enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection. | Yifang Yin, Wenmiao Hu, An Tran, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng |
| 2022 | What Makes for Effective Few-shot Point Cloud Classification? | Chuangguan Ye, Hongyuan Zhu, Yongbin Liao, Yanggang Zhang, Tao Chen, Jiayuan Fan |
| 2022 | QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog. | Muchao Ye, Quanzeng You, Fenglong Ma |
| 2022 | Federated Multi-Target Domain Adaptation. | Chun-Han Yao, Boqing Gong, Hang Qi, Yin Cui, Yukun Zhu, Ming-Hsuan Yang |