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cs.CV2026
Unified Vision-Centric Pedestrian Crossing Action Prediction via Adaptive Patch Projection and Proactive Spatial Rectification
Yao Tian, Le Yang, Binglu Wang
Vision cues are available and informative for pedestrian action prediction, but obtaining stable target-centric representations from video frames remains challenging without frame-…
cs.CV2025
Multimodal Large Models Are Effective Action Anticipators
Binglu Wang, Yao Tian, Shunzhou Wang +1
The task of long-term action anticipation demands solutions that can effectively model temporal dynamics over extended periods while deeply understanding the inherent semantics of…