"multimodal foundation model" Papers

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AIpparel: A Multimodal Foundation Model for Digital Garments

Kiyohiro Nakayama, Jan Ackermann, Timur Levent Kesdogan et al.

CVPR 2025highlightarXiv:2412.03937

Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens

Zijian Dong, Ruilin Li, Joanna Chong et al.

NEURIPS 2025arXiv:2509.24693

ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data

Chengsen Wang, Qi Qi, Jingyu Wang et al.

AAAI 2025paperarXiv:2412.11376

CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology

Yuxuan Sun, Yixuan Si, Chenglu Zhu et al.

CVPR 2025arXiv:2412.12077

MMEgo: Towards Building Egocentric Multimodal LLMs for Video QA

Hanrong Ye, Haotian Zhang, Erik Daxberger et al.

Multimodal 3D Genome Pre-training

Minghao Yang, Pengteng Li, Yan Liang et al.

NEURIPS 2025arXiv:2504.09060

OSKAR: Omnimodal Self-supervised Knowledge Abstraction and Representation

Mohamed Abdelfattah, Kaouther Messaoud, Alexandre Alahi