"multimodal classification" Papers

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MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning

Seong-Hyeon Hwang, Soyoung Choi, Steven Whang

NEURIPS 2025arXiv:2509.25831

SimMLM: A Simple Framework for Multi-modal Learning with Missing Modality

Sijie Li, Chen Chen, Jungong Han

ICCV 2025arXiv:2507.19264
5
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

TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data

Siyi Du, Shaoming Zheng, Yinsong Wang et al.

ECCV 2024arXiv:2407.07582
24
citations