Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment
Analysis with Incomplete Modalities

Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities

25 April 2024

Dingkang Yang

Xiao Zhao

Mingyang Sun

Lihua Zhang

Papers citing "Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities"

5 / 5 papers shown

Title
Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation Duy Nguyen Quan Huu Do Khoa D. Doan Minh N. Do 32 0 0 18 Apr 2025
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning M. Li Dingkang Yang Y. Liu Shunli Wang Jiawei Chen ... Xiaolu Hou Mingyang Sun Ziyun Qian Dongliang Kou L. Zhang 37 1 0 05 Nov 2024
Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attention Yuzhe Weng Haotian Wang Tian Gao Kewei Li Shutong Niu Jun Du 33 0 0 19 Oct 2024
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification Dingkang Yang Mingcheng Li Dongling Xiao Yang Liu Kun Yang Zhaoyu Chen Yuzheng Wang Peng Zhai Ke Li Lihua Zhang 35 16 0 08 Mar 2024
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis Wenmeng Yu Hua Xu Ziqi Yuan Jiele Wu SSL 52 440 0 09 Feb 2021