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cs.CV2026
Hierarchical Granularity Alignment and State Space Modeling for Robust Multimodal AU Detection in the Wild
Jun Yu, Yunxiang Zhang, Naixiang Zheng +2
Facial Action Unit (AU) detection in in-the-wild environments remains a formidable challenge due to severe spatial-temporal heterogeneity, unconstrained poses, and complex audio-vi…
cs.CV2026
Solution to the 10th ABAW Expression Recognition Challenge: A Robust Multimodal Framework with Safe Cross-Attention and Modality Dropout
Jun Yu, Naixiang Zheng, Guoyuan Wang +5
Emotion recognition in real-world environments is hindered by partial occlusions, missing modalities, and severe class imbalance. To address these issues, particularly for the Affe…