2025 "modality fusion" Papers

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

Zijian Dong, Ruilin Li, Joanna Chong et al.

NeurIPS 2025posterarXiv:2509.24693

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Zhuoyi Yang, Jiayan Teng, Wendi Zheng et al.

Learning Fine-Grained Representations through Textual Token Disentanglement in Composed Video Retrieval

Yue Wu, Zhaobo Qi, Yiling Wu et al.

ICLR 2025poster

Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction

Marzieh Ajirak, Oded Bein, Ellen Bowen et al.

NeurIPS 2025posterarXiv:2509.12227

Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM

Zinuo Li, Xian Zhang, Yongxin Guo et al.

NeurIPS 2025oralarXiv:2505.18110