Boyu Han
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126
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2026
Understanding-Enhanced Model Collaboration for Long-Tailed Egocentric Mistake Detection
The paper proposes an Understanding-Enhanced Model Collaboration Method (UE-MCM) to accurately detect subtle and rare mistakes in egocentric videos by combining coarse-grained workflow understanding with fine-grained action reasoning.
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cs.CVcs.AIcs.LGRecentJun 1, 2026
Understanding-Enhanced Model Collaboration for Long-Tailed Egocentric Mistake Detection
Boyu Han, Qianqian Xu, Shilong Bao, Zhiyong Yang +2 more
The paper proposes an Understanding-Enhanced Model Collaboration Method (UE-MCM) to accurately detect subtle and rare mistakes in egocentric videos by combining coarse-grained workflow understanding w…
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