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cs.CV2026
Language-Augmented Video Action Anticipation: Design Fundamentals, Benchmarks, and Open Challenges
Mahsa Mohammadi, Zeyu Fu, Sareh Rowlands
Action anticipation predicts future human actions from partial video under incomplete context and temporal uncertainty. Recent systems introduce large language models (LLMs), visio…
cs.CV2026
ReGround-Surg: Reliability-Guided Anchor Grounding for Referring Surgical Video Segmentation
Jiaxin Wen, Ming Yin, Lu Liu +1
Referring surgical video segmentation requires segmenting a target instrument or tissue region across video frames according to a natural language expression. Recent Segment Anythi…