"modality-specific information" Papers

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Aligning Multimodal Representations through an Information Bottleneck

Antonio Almudévar, Jose Miguel Hernandez-Lobato, Sameer Khurana et al.

ICML 2025arXiv:2506.04870
6
citations

DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis

Pan Wang, Qiang Zhou, Yawen Wu et al.

AAAI 2025paperarXiv:2412.12225
47
citations

STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification

Siyi Du, Xinzhe Luo, Declan ORegan et al.

CVPR 2025arXiv:2503.06277
4
citations