ExpertEdit edits novice motions to expert skill levels by learning a motion prior from unpaired videos and infilling masked skill-critical spans.
Ricaˆ 2: Rubric-informed, calibrated assessment of actions,
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This survey proposes a modality-driven hierarchical taxonomy for AQA methods, establishes a unified benchmark for video-based approaches across datasets, and outlines research trends and challenges.
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ExpertEdit: Learning Skill-Aware Motion Editing from Expert Videos
ExpertEdit edits novice motions to expert skill levels by learning a motion prior from unpaired videos and infilling masked skill-critical spans.
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A Comprehensive Survey of Action Quality Assessment: Method and Benchmark
This survey proposes a modality-driven hierarchical taxonomy for AQA methods, establishes a unified benchmark for video-based approaches across datasets, and outlines research trends and challenges.