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cs.CV2026
EgoProceVQA: A Novel Egocentric Procedural Understanding Task with Self-Skill-Exploration Agent
Junlong Li, Junxi Li, Yuxiang Yang +3
Most daily activities are inherently procedural. However, existing evaluations for egocentric video understanding seldom address procedural understanding and largely overlook compl…
cs.CV2026
GUI-C: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning
Junlong Li, Chao Hao, Lap-Pui Chau +1
Existing agentic reinforcement learning methods for GUI grounding have limitations at two levels. At the data level, current approaches typically treat all training samples equally…