| 2022 | Forest Fires Identification Using Self-Supervised Learning. | Sara Fernandes, Milad Niknejad, Catarina Barata, Alexandre Bernardino |
| 2022 | Audio-Driven Deformation Flow for Effective Lip Reading. | Dalu Feng, Shuang Yang, Shiguang Shan, Xilin Chen |
| 2022 | Adaptive Soft Contrastive Learning. | Chen Feng, Ioannis Patras |
| 2022 | Weakly Supervised Medical Image Segmentation with Soft Labels and Noise Robust Loss. | Banafshe Felfeliyan, Abhilash Rakkunedeth Hareendranathan, Gregor Kuntze, Stephanie Wichuk, Nils D. Forkert, Jacob L. Jaremko, Janet Lenore Ronsky |
| 2022 | Embedding Spatial Relations in Visual Question Answering for Remote Sensing. | Maxime Faure, Sylvain Lobry, Camille Kurtz, Laurent Wendling |
| 2022 | TMD: Transformed Mesh Decoder for Mesh Animation. | Peter Fasogbon, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Emre Aksu |
| 2022 | ACR Loss: Adaptive Coordinate-based Regression Loss for Face Alignment. | Ali Pourramezan Fard, Mohammad H. Mahoor |
| 2022 | Episodic Projection Network for Out-of-Distribution Detection in Few-shot Learning. | Jiawei Fan, Zhonghong Ou, Xie Yu, Junwei Yang, Shigeng Wang, Xiaoyang Kang, Hongxing Zhang, Meina Song |
| 2022 | Adversarial Stacking Ensemble for Facial Landmark Tracking. | Lin Fang, Shi Yin, Shangfei Wang, Yanan Chang |
| 2022 | Batched Mean-Variance Bandits. | Boli Fang |
| 2022 | Average Activation Network for Weakly Supervised Semantic Segmentation. | Zhenkun Fan, Xin Sun, Junyu Dong |
| 2022 | Genetic-based Joint Dynamic Pruning and Learning Algorithm to Boost DNN Performance. | Azadeh Famili, Yingjie Lao |
| 2022 | Uncalibrated, Unified and Unsupervised Specular-Aware Photometric Stereo. | Pablo Estevez, Antonio Agudo |
| 2022 | Estimation of the noise level function for color images using mathematical morphology and non-parametric statistics. | Baptiste Esteban, Guillaume Tochon, Edwin Carlinet, Didier Verna |
| 2022 | Temporal Alignment for History Representation in Reinforcement Learning. | Aleksandr Ermolov, Enver Sangineto, Nicu Sebe |
| 2022 | Embedded Spherical Topic Models for Supervised Learning. | Hafsa Ennajari, Nizar Bouguila, Jamal Bentahar |
| 2022 | Backward recursive Class Activation Map refinement for high resolution saliency map. | Alexandre Englebert, Olivier Cornu, Christophe De Vleeschouwer |
| 2022 | AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification. | Romain Egele, Romit Maulik, Krishnan Raghavan, Bethany Lusch, Isabelle Guyon, Prasanna Balaprakash |
| 2022 | Edge Augmentation for Large-Scale Sketch Recognition without Sketches. | Nikos Efthymiadis, Giorgos Tolias, Ondrej Chum |
| 2022 | VidHarm: A Clip Based Dataset for Harmful Content Detection. | Johan Edstedt, Amanda Berg, Michael Felsberg, Johan Karlsson, Francisca Benavente, Anette Novak, Gustav Grund Pihlgren |
| 2022 | Frank-Wolfe-based Multi-task Learning for Historical Document Restoration. | Mohammed El-Amine Ech-Cherif, Mohamed Cheriet |
| 2022 | Nested Multi-view Image Classification. | Abdolghani Ebrahimi, Alexander Stec, Diego Klabjan, Jean Utke |
| 2022 | CoCoLoT: Combining Complementary Trackers in Long-Term Visual Tracking. | Matteo Dunnhofer, Christian Micheloni |
| 2022 | Deep Learning-Based Sea Ice Lead Detection from WorldView and Sentinel SAR Imagery. | Rohit Venkata Sai Dulam, Kelsey Kaplan, Chandra Kambhamettu |
| 2022 | Look Beyond Bias with Entropic Adversarial Data Augmentation. | Thomas Duboudin, Emmanuel Dellandra, Corentin Abgrall, Gilles Hnaff, Liming Chen |