"multimodal representations" Papers

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Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability

Zhiyu Zhu, Zhibo Jin, Jiayu Zhang et al.

ICLR 2025arXiv:2502.14889
3
citations

Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion

Ishaan Rawal, Alexander Matyasko, Shantanu Jaiswal et al.

ICML 2024arXiv:2306.08889
8
citations

Improving fine-grained understanding in image-text pre-training

Ioana Bica, Anastasija Ilic, Matthias Bauer et al.

ICML 2024arXiv:2401.09865
46
citations

Vision-Language Dual-Pattern Matching for Out-of-Distribution Detection

Zihan Zhang, Zhuo Xu, Xiang Xiang

ECCV 2024
7
citations