Publications
Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis
Rizhao Cai, C. Soh, Z. Yu, H. Li, W. Yang, A. Kot
International Journal of Computer Vision (IJCV), 2024
BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models
Rizhao Cai, Z. Song, D. Guan, Z. Chen, X. Luo, C. Yi, A. Kot
ECCV 2024, 2024 Oral
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens
Rizhao Cai, Z. Yu, C. Kong, H. Li, C. Chen, Y. Hu, A. Kot
IEEE Transactions on Information Forensics and Security (T-IFS), 2024
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less
Rizhao Cai, Y. Cui, Z. Li, Z. Yu, H. Li, Y. Hu, A. Kot
ICCV 2023, 2023 Oral
Learning Meta Pattern for Face Anti-Spoofing
Rizhao Cai, Zhi Li, Renjie Wan, Haoliang Li, Yongjian Hu, Alex Kot
IEEE Transactions on Information Forensics and Security (T-IFS), Vol. 17, pp. 1201-1213, 2022
Image Inpainting Detection via Enriched Attentive Pattern with Near Original Image Augmentation
Wenhan Yang, Rizhao Cai (Corresponding Author), Alex Kot
ACM Multimedia 2022, 2022
DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing
Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex C. Kot
IEEE Transactions on Information Forensics and Security (T-IFS), Vol. 16, pp. 937-951, 2021
Toward Domain Generalized Pruning by Scoring Out-of-Distribution Importance
Rizhao Cai, Haoliang Li, Alex Kot
NeurIPS 2022 Workshop on Distribution Shifts, 2022