| 2022 | Consistency-CAM: Towards Improved Weakly Supervised Semantic Segmentation. | Sai Rajeswar, Issam Hadj Laradji, Pau Rodrguez, David Vzquez, Aaron C. Courville |
| 2022 | Segmentation Assisted U-shaped Multi-scale Transformer for Crowd Counting. | Yifei Qian, Liangfei Zhang, Xiaopeng Hong, Carl Donovan, Ognjen Arandjelovic |
| 2022 | On Temporal Granularity in Self-Supervised Video Representation Learning. | Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge J. Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui |
| 2022 | Weakly-supervised Fingerspelling Recognition in British Sign Language Videos. | K. R. Prajwal, Hannah Bull, Liliane Momeni, Samuel Albanie, Gl Varol, Andrew Zisserman |
| 2022 | Shape Preserving Facial Landmarks with Graph Attention Networks. | Andrs Prados-Torreblanca, Jos Miguel Buenaposada, Luis Baumela |
| 2022 | TaylorSwiftNet: Taylor Driven Temporal Modeling for Swift Future Frame Prediction. | Mohammad Saber Pourheydari, Emad Bahrami Rad, Mohsen Fayyaz, Gianpiero Francesca, Mehdi Noroozi, Jrgen Gall |
| 2022 | clip2latent: Text driven sampling of a pre-trained StyleGAN using denoising diffusion and CLIP. | Justin N. M. Pinkney, Chuan Li |
| 2022 | Trident Pyramid Networks for Object Detection. | Cdric Picron, Tinne Tuytelaars |
| 2022 | Dual consistency assisted multi-confident learning for the hepatic vessel segmentation using noisy labels. | Nam Nguyen Phuong, Tuan Van Vo, Soan Thi Minh Duong, Chanh D. Tr. Nguyen, Trung H. Bui, Steven Quoc Hung Truong |
| 2022 | Region-of-Interest Based Neural Video Compression. | Yura Perugachi-Diaz, Guillaume Sautire, Davide Abati, Yang Yang, Amirhossein Habibian, Taco S. Cohen |
| 2022 | Teaching StyleGAN to Read: Improving Text-to-image Synthesis with U2C Transfer Learning. | Vinicius G. Pereira, Jonatas Wehrmann |
| 2022 | Training Binarized Neural Networks the Easy Way. | Alasdair Paren, Rudra P. K. Poudel |
| 2022 | SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models. | Omiros Pantazis, Gabriel J. Brostow, Kate E. Jones, Oisin Mac Aodha |
| 2022 | DUDA: Online-Offline Dual Domain Adaption for Semantic Segmentation. | An-tao Pan, Yawei Luo, Yi Yang, Jun Xiao |
| 2022 | Dress Well via Fashion Cognitive Learning. | Kaicheng Pang, Xingxing Zou, Waikeung Wong |
| 2022 | Non-uniform Sampling Strategies for NeRF on 360° images. | Takashi Otonari, Satoshi Ikehata, Kiyoharu Aizawa |
| 2022 | Efficient Feature Extraction for High-resolution Video Frame Interpolation. | Moritz Nottebaum, Stefan Roth, Simone Schaub-Meyer |
| 2022 | AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility. | Mubashir Noman, Wafa Al Ghallabi, Daniya Kareem, Christoph Mayer, Akshay Dudhane, Martin Danelljan, Hisham Cholakkal, Salman Khan, Luc Van Gool, Fahad Shahbaz Khan |
| 2022 | On the Importance of Image Encoding in Automated Chest X-Ray Report Generation. | Otabek Nazarov, Mohammad Yaqub, Karthik Nandakumar |
| 2022 | Self-Supervised Learning of Inlier Events for Event-based Optical Flow. | Jun Nagata, Yoshimitsu Aoki |
| 2022 | Learning Clothes-irrelevant Cues for Clothes-Changing Person Re-identification. | Jingyi Mu, Yong Li, Jun Li, Jian Yang |
| 2022 | Face editing using a regression-based approach in the StyleGAN latent space. | Saeid Motiian, Siavash Khodadadeh, Shabnam Ghadar, Baldo Faieta, Ladislau Blni |
| 2022 | Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation. | Shentong Mo, Zhun Sun, Chao Li |
| 2022 | Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations. | Jong Hak Moon, Wonjae Kim, Edward Choi |
| 2022 | Morphological Network: How Far Can We Go with Morphological Neurons? | Ranjan Mondal, Sanchayan Santra, Soumendu Sundar Mukherjee, Bhabatosh Chanda |