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cs.CV2026
Frequency-guided Multi-level Reasoning for Scene Graph Generation in Video
Chenxing Li, Yiping Duan, Xiaoming Tao
Video Scene Graph Generation aims to obtain structured semantic representations of objects and their relationships in videos for high-level understanding. However, existing methods…
cs.CV2024
TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability
Fengji Ma, Hei Victor Cheng, Chenxing Li +1
Achieving zero-shot adversarial robustness without sacrificing generalization remains challenging for foundation models such as CLIP, especially under large adversarial perturbatio…