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Predicting Human Disagreement for Calibrated Dynamic Facial Expression Recognition

Wang, Yiming et al.
arXiv (OAI Expanded) · Papers
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computer-vision-and-pattern-recognition
Dynamic facial expression recognition (DFER) benchmarks such as DFEW provide multiple annotator votes per clip, yet most models collapse them to a majority label and cannot represent human disagreement at inference time. We propose a disagreement-aware DFER framework that trains directly on the raw
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