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MindBridge: A Cross-Subject Brain Decoding Framework

MindBridge: A Cross-Subject Brain Decoding Framework

11 April 2024

Songhua Liu

Zhenxiong Tan

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)

Papers citing "MindBridge: A Cross-Subject Brain Decoding Framework"

36 / 36 papers shown

Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment

Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment

121

0

0

06 Nov 2025

ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding

ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding

127

0

0

31 Oct 2025

Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction

Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction

103

0

0

25 Oct 2025

Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review

Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review

Danilo Bernardo

152

1

0

18 Oct 2025

Scaling Vision Transformers for Functional MRI with Flat Maps

Scaling Vision Transformers for Functional MRI with Flat Maps

Daniel Z. Kaplan

Tanishq Mathew Abraham

121

0

0

15 Oct 2025

HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion

HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion

Bingsheng Huang

227

0

0

03 Oct 2025

NeuroSwift: A Lightweight Cross-Subject Framework for fMRI Visual Reconstruction of Complex Scenes

NeuroSwift: A Lightweight Cross-Subject Framework for fMRI Visual Reconstruction of Complex Scenes

161

0

0

02 Oct 2025

VoxelFormer: Parameter-Efficient Multi-Subject Visual Decoding from fMRI

VoxelFormer: Parameter-Efficient Multi-Subject Visual Decoding from fMRI

Nikasadat Emami

Xujin "Chris" Liu

69

0

0

10 Sep 2025

Decoding Visual Neural Representations by Multimodal with Dynamic Balancing

Decoding Visual Neural Representations by Multimodal with Dynamic BalancingExpert systems with applications (ESWA), 2025

132

0

0

03 Sep 2025

Image-to-Brain Signal Generation for Visual Prosthesis with CLIP Guided Multimodal Diffusion Models

Image-to-Brain Signal Generation for Visual Prosthesis with CLIP Guided Multimodal Diffusion Models

Yonghao Song

Guoxu Zhou

Boyu wang

Jian Zhu

Jinyi Long

191

0

0

31 Aug 2025

BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding

BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding

Xuan-Bac Nguyen

Thanh-Dat Truong

160

0

0

25 Aug 2025

MindShot: Multi-Shot Video Reconstruction from fMRI with LLM Decoding

MindShot: Multi-Shot Video Reconstruction from fMRI with LLM Decoding

112

0

0

04 Aug 2025

Cross-Subject Mind Decoding from Inaccurate Representations

Cross-Subject Mind Decoding from Inaccurate Representations

221

2

0

25 Jul 2025

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure

129

3

0

22 Jul 2025

Multigranular Evaluation for Brain Visual Decoding

Multigranular Evaluation for Brain Visual Decoding

Cengiz Öztireli

193

0

0

10 Jul 2025

Exploring The Visual Feature Space for Multimodal Neural Decoding

Exploring The Visual Feature Space for Multimodal Neural Decoding

268

4

0

21 May 2025

MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding

MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding

Vince D. Calhoun

565

5

0

21 May 2025

Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI

Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI

Marlène Careil

Yohann Benchetrit

Jean-Rémi King

326

2

0

20 May 2025

Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations

Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations

Christos Zangos

Danish Ebadulla

Thomas C. Sprague

199

0

0

03 May 2025

Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding

Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding

371

0

0

12 Apr 2025

A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli

A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli

267

5

0

20 Mar 2025

SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding

232

0

0

09 Mar 2025

Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing

Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing

314

0

0

09 Mar 2025

MindSimulator: Exploring Brain Concept Localization via Synthetic FMRIInternational Conference on Learning Representations (ICLR), 2025

249

5

0

04 Mar 2025

A Survey of fMRI to Image Reconstruction

A Survey of fMRI to Image Reconstruction

251

3

0

24 Feb 2025

MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding

MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding

398

10

0

18 Feb 2025

BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities

BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain ActivitiesAAAI Conference on Artificial Intelligence (AAAI), 2025

277

8

0

24 Jan 2025

Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)

Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)

Subba Reddy Oota

393

23

0

31 Dec 2024

COBRA: A Continual Learning Approach to Vision-Brain Understanding

COBRA: A Continual Learning Approach to Vision-Brain Understanding

Xuan-Bac Nguyen

Arabinda Kumar Choudhary

Arabinda Kumar Choudhary

396

3

0

25 Nov 2024

Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding

Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding

Hoang-Quan Nguyen

Xuan-Bac Nguyen

Arabinda Kumar Choudhary

Arabinda Kumar Choudhary

494

8

0

20 Nov 2024

Connecting Dreams with Visual Brainstorming Instruction

Connecting Dreams with Visual Brainstorming Instruction

Bohan Li

Salman Khan

Fahad Shahbaz Khan

180

2

0

14 Aug 2024

The Wisdom of a Crowd of Brains: A Universal Brain Encoder

The Wisdom of a Crowd of Brains: A Universal Brain Encoder

Navve Wasserman

252

7

0

18 Jun 2024

MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding
via fMRI

MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI

214

0

0

28 May 2024

Language Reconstruction with Brain Predictive Coding from fMRI Data

Language Reconstruction with Brain Predictive Coding from fMRI Data

270

4

0

19 May 2024

Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding

Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding

230

1

0

18 Dec 2023

Unsupervised Learning of Visual Features by Contrasting Cluster
Assignments

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Piotr Bojanowski

1.2K

4,653

0

17 Jun 2020