3 papers
cs.CV2024
Leveraging Retrieval Augment Approach for Multimodal Emotion Recognition Under Missing Modalities
Qi Fan, Hongyu Yuan, Haolin Zuo +2
Multimodal emotion recognition utilizes complete multimodal information and robust multimodal joint representation to gain high performance. However, the ideal condition of full mo…
cs.CV2024
Learning Noise-Robust Joint Representation for Multimodal Emotion Recognition under Incomplete Data Scenarios
Qi Fan, Haolin Zuo, Rui Liu +2
Multimodal emotion recognition (MER) in practical scenarios is significantly challenged by the presence of missing or incomplete data across different modalities. To overcome these…
cs.SD2024
Leveraging Contrastive Learning and Self-Training for Multimodal Emotion Recognition with Limited Labeled Samples
Qi Fan, Yutong Li, Yi Xin +3
The Multimodal Emotion Recognition challenge MER2024 focuses on recognizing emotions using audio, language, and visual signals. In this paper, we present our submission solutions f…