"modality collapse" Papers

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Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation

xin zhang, Ziruo Zhang, JIAWEI DU et al.

NEURIPS 2025arXiv:2505.14705

Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning

Zihao Jing, Yan Sun, Yan Yi Li et al.

NEURIPS 2025arXiv:2510.23640

Multimodal Patient Representation Learning with Missing Modalities and Labels

Zhenbang Wu, Anant Dadu, Nicholas Tustison et al.