"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
2
citations

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

Yue Wu, Zhaobo Qi, Yiling Wu et al.

ICLR 2025poster
7
citations

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
3
citations

Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion

Ishaan Rawal, Alexander Matyasko, Shantanu Jaiswal et al.

ICML 2024poster