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cs.CV2025
Steering Vision-Language Pre-trained Models for Incremental Face Presentation Attack Detection
Haoze Li, Jie Zhang, Guoying Zhao +2
Face Presentation Attack Detection (PAD) demands incremental learning (IL) to combat evolving spoofing tactics and domains. Privacy regulations, however, forbid retaining past data…
cs.CV2025
Collaboratively Self-supervised Video Representation Learning for Action Recognition
Jie Zhang, Zhifan Wan, Lanqing Hu +3
Considering the close connection between action recognition and human pose estimation, we design a Collaboratively Self-supervised Video Representation (CSVR) learning framework sp…
cs.CV2024
Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data
Jie Zhang, Yuhan Li, Yude Wang +2
Few-shot segmentation (FSS) aims to train a model which can segment the object from novel classes with a few labeled samples. The insufficient generalization ability of models lead…