Kot, Alex

19 publications

ICML 2025 MTL-UE: Learning to Learn Nothing for Multi-Task Learning Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

CVPR 2025 Pay Attention to the Foreground in Object-Centric Learning Pinzhuo Tian, Shengjie Yang, Hang Yu, Alex Kot

TMLR 2025 Random Erasing vs. Model Inversion: A Promising Defense or a False Hope? Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ira Assent, Alex Kot, Ngai-Man Cheung

ICCV 2025 Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild Peijun Bao, Chenqi Kong, Siyuan Yang, Zihao Shao, Xinghao Jiang, Boon Poh Ng, Meng Hwa Er, Alex Kot

ECCV 2024 BenchLMM: Benchmarking Cross-Style Visual Capability of Large Multimodal Models Rizhao Cai, Zirui Song, Dayan Guan, Zhenhao Chen, Yaohang Li, Xing Luo, Chenyu Yi, Alex Kot

ICML 2024 Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach Zhihao Li, Yufei Wang, Alex Kot, Bihan Wen

ECCV 2024 E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation Peijun Bao, Zihao Shao, Wenhan Yang, Boon Poh Ng, Alex Kot

NeurIPS 2024 From Chaos to Clarity: 3DGS in the Dark Zhihao Li, Yufei Wang, Alex Kot, Bihan Wen

ICML 2024 Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

ECCV 2024 STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning Hao Cheng, Siyuan Yang, Chong Wang, Joey Tianyi Zhou, Alex Kot, Bihan Wen

CVPR 2024 Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing Xun Lin, Shuai Wang, Rizhao Cai, Yizhong Liu, Ying Fu, Wenzhong Tang, Zitong Yu, Alex Kot

ECCV 2024 Towards Physical World Backdoor Attacks Against Skeleton Action Recognition Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex Kot

ICCV 2023 Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning Xiaobao Guo, Nithish Muthuchamy Selvaraj, Zitong Yu, Adams Wai-Kin Kong, Bingquan Shen, Alex Kot

ICCV 2023 Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less Rizhao Cai, Yawen Cui, Zhi Li, Zitong Yu, Haoliang Li, Yongjian Hu, Alex Kot

ICLR 2023 Temporal Coherent Test Time Optimization for Robust Video Classification Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-peng Tan, Alex Kot

NeurIPSW 2022 Towards Domain Generalized Pruning by Scoring Out-of-Distribution Importance Rizhao Cai, Haoliang Li, Alex Kot

TMLR 2022 Variational Disentanglement for Domain Generalization Yufei Wang, Haoliang Li, Hao Cheng, Bihan Wen, Lap-Pui Chau, Alex Kot

NeurIPS 2020 Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Haoliang Li, Yufei Wang, Renjie Wan, Shiqi Wang, Tie-Qiang Li, Alex Kot

ECCV 2020 Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex Kot