Enhancing Video Based Emotion Recognition with Multi-Head Attention and Modality Dropout

Li, Xu (2025) Enhancing Video Based Emotion Recognition with Multi-Head Attention and Modality Dropout. In: Proceedings of the 2nd International Conference on Machine Learning and Automation, CONF-MLA 2024, November 21, 2024, Adana, Turkey.

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Abstract

Multimodal emotion recognition has become a critical component in enhancing human-computer interaction systems due to its capacity to integrate multiple modalities. In this paper, a novel cross-modal fusion model CFNSR-MSAFNet was proposed with Multi-Head Attention mechanism and modality drop out to

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 18:27
Last Modified: 16 Apr 2026 21:39
URI: http://eprints.eai.eu/id/eprint/52531

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