Causal Inference for Modality Debiasing in Multimodal Emotion Recognition

Multimodal emotion recognition (MER) aims to enhance the understanding of human emotions by integrating visual, auditory, and textual modalities. However, previous MER approaches often depend on a dominant modality rather than considering all modalities, leading to poor generalization. To address th...

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Bibliographic Details
Main Authors: Juyeon Kim, Juyoung Hong, Yukyung Choi
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/23/11397