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Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis

23 August 2024

Papers citing "Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis"

22 / 22 papers shown

Title
MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding Yuxiang Wei Yanteng Zhang Xi Xiao Tianyang Wang Xiao Wang Vince D. Calhoun MoE 216 0 0 21 May 2025
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response Prediction Wenrui Fan L. M. Riza Rizky Jiayang Zhang Chen Chen Haiping Lu Kevin Teh Dinesh Selvarajah Shuo Zhou 88 0 0 28 Feb 2025
Learning Musical Representations for Music Performance Question Answering Xingjian Diao Chunhui Zhang Tingxuan Wu Ming Cheng Z. Ouyang Weiyi Wu Jiang Gui 113 12 0 10 Feb 2025
Deform-Mamba Network for MRI Super-Resolution Zexin Ji Beiji Zou Xiaoyan Kui Pierre Vera S. Ruan Mamba 49 9 0 08 Jul 2024
VideoMamba: State Space Model for Efficient Video Understanding Kunchang Li Xinhao Li Yi Wang Yinan He Yali Wang Limin Wang Yu Qiao Mamba 60 208 0 11 Mar 2024
DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language Models Wei He Kai Han Yehui Tang Chengcheng Wang Yujie Yang Tianyu Guo Yunhe Wang Mamba 99 26 0 26 Feb 2024
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation Ziyang Wang Jian-Qing Zheng Yichi Zhang Ge Cui Lei Li Mamba 86 137 0 07 Feb 2024
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces Chloe X. Wang Oleksii Tsepa Jun Ma Bo Wang Mamba 93 95 0 01 Feb 2024
Vivim: a Video Vision Mamba for Medical Video Object Segmentation Yijun Yang Zhaohu Xing Chunwang Huang Lei Zhu 62 37 0 25 Jan 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 107 789 0 17 Jan 2024
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data Yuxiang Wei Yuqian Chen Tengfei Xue L. Zekelman N. Makris Yogesh Rathi Tom Weidong Cai Fan Zhang L. O’Donnell 51 8 0 09 Jan 2024
FT2TF: First-Person Statement Text-To-Talking Face Generation Xingjian Diao Ming Cheng Wayner Barrios SouYoung Jin 103 12 0 09 Dec 2023
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 150 2,786 0 01 Dec 2023
SwiFT: Swin 4D fMRI Transformer P. Y. Kim Junbeom Kwon Sunghwan Joo Sang-Peel Bae Donggyu Lee Yoonho Jung Shinjae Yoo Jiook Cha Taesup Moon MedIm 81 24 0 12 Jul 2023
Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections Yuxiang Wei Tengfei Xue Yogesh Rathi N. Makris Fan Zhang L. O’Donnell 43 1 0 11 Nov 2022
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation Xuan Kan Hejie Cui Joshua Lukemire Ying Guo Carl Yang 60 91 0 25 May 2022
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 315 2,521 0 20 Apr 2021
Captum: A unified and generic model interpretability library for PyTorch Narine Kokhlikyan Vivek Miglani Miguel Martin Edward Wang B. Alsallakh ... Alexander Melnikov Natalia Kliushkina Carlos Araya Siqi Yan Orion Reblitz-Richardson FAtt 144 849 0 16 Sep 2020
HiPPO: Recurrent Memory with Optimal Polynomial Projections Albert Gu Tri Dao Stefano Ermon Atri Rudra Christopher Ré 129 535 0 17 Aug 2020
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 791 8,579 0 03 Jan 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 798 132,454 0 12 Jun 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 22,090 0 22 May 2017