MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks

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MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks

Neural Information Processing Systems (NeurIPS), 2023

25 September 2023

Malika Satayeva

Mary-Anne Hartley

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Papers citing "MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks"

11 / 11 papers shown

Title
MedM2T: A MultiModal Framework for Time-Aware Modeling with Electronic Health Record and Electrocardiogram Data Yu-Chen Kuo Yi-Ju Tseng AI4TS 56 0 0 31 Oct 2025
Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Simon Pezold Jérôme A. Kurylec Jan S. Liechti Beat P. Müller Joël L. Lavanchy 30 0 0 08 Sep 2025
Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization Badr AlKhamissi C. Nicolò De Sabbata Greta Tuckute Zeming Chen Martin Schrimpf Antoine Bosselut MoE LRM 173 3 0 16 Jun 2025
I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts Jiayi Xin Sukwon Yun Jie Peng Inyoung Choi Jenna L. Ballard Tianlong Chen Qi Long MoE 120 5 0 25 May 2025
A Step towards Interpretable Multimodal AI Models with MultiFIX Mafalda Malafaia Thalea Schlender Tanja Alderliesten Peter A. N. Bosman 139 1 0 16 May 2025
Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data Zhiqiang Tang Zihan Zhong Tong He Gerald Friedland 331 4 0 19 Dec 2024
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan Shijie Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 365 47 0 03 Dec 2024
Seeking the Sufficiency and Necessity Causal Features in Multimodal Representation Learning Boyu Chen Junjie Liu Zhu Li Mengyue yang 237 1 0 29 Aug 2024
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction Muhao Xu Zhenfeng Zhu Youru Li Shuai Zheng Yawei Zhao Kunlun He Yao Zhao 157 4 0 17 Jun 2024
DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models Linli Yao Lei Li Shuhuai Ren Lean Wang Yuanxin Liu Xu Sun Lu Hou 173 57 0 31 May 2024
LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models Gabriela Ben-Melech Stan Estelle Aflalo R. Y. Rohekar Anahita Bhiwandiwalla Shao-Yen Tseng Matthew Lyle Olson Yaniv Gurwicz Chenfei Wu Nan Duan Vasudev Lal 373 14 0 03 Apr 2024