2 papers
cs.CV2026
CMTFormer: Marrying Transformer with Hierarchical Information Interaction for RGB-Event Object Detection
Yu Li, Yuenan Hou, Yingmei Wei +2
Event cameras capture sparse brightness changes with high temporal resolution and high dynamic range, compensating for the deficiencies of the conventional RGB frames. However, pre…
cs.LG2025
Learning from Peers: Collaborative Ensemble Adversarial Training
Li Dengjin, Guo Yanming, Xie Yuxiang +4
Ensemble Adversarial Training (EAT) attempts to enhance the robustness of models against adversarial attacks by leveraging multiple models. However, current EAT strategies tend to…