Visual features modulate audio Mamba temporal operators layer-wise with a learned routing gate and Adaptive AV-InfoNCE, claiming SOTA violence detection on NTU-CCTV and DVD.
Senadeera, Jianian Zheng, Kaushal K
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This paper announces the structure and challenges of the 10th ABAW workshop and competition for affective and behavioral analysis in unconstrained environments.
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AViS-Mamba: Adaptive Visual Steering of Audio State-Space Dynamics for Violence Detection
Visual features modulate audio Mamba temporal operators layer-wise with a learned routing gate and Adaptive AV-InfoNCE, claiming SOTA violence detection on NTU-CCTV and DVD.
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From Affect to Complex Behavior: Advancing Multimodal Human-Centered AI at the 10th ABAW Workshop & Competition
This paper announces the structure and challenges of the 10th ABAW workshop and competition for affective and behavioral analysis in unconstrained environments.