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cs.CV2025
Explainable Action Form Assessment by Exploiting Multimodal Chain-of-Thoughts Reasoning
Mengshi Qi, Yeteng Wu, Wulian Yun +2
Evaluating whether human action is standard or not and providing reasonable feedback to improve action standardization is very crucial but challenging in real-world scenarios. Howe…
cs.CV2025
Chain-of-Evidence Multimodal Reasoning for Few-shot Temporal Action Localization
Mengshi Qi, Hongwei Ji, Wulian Yun +2
Traditional temporal action localization (TAL) methods rely on large amounts of detailed annotated data, whereas few-shot TAL reduces this dependence by using only a few training s…
cs.CV2025
A New Teacher-Reviewer-Student Framework for Semi-supervised 2D Human Pose Estimation
Wulian Yun, Mengshi Qi, Fei Peng +1
Conventional 2D human pose estimation methods typically require extensive labeled annotations, which are both labor-intensive and expensive. In contrast, semi-supervised 2D human p…