{"total":66,"rows":[{"id":"2503.04207","title":"Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior","created":"2025-03-06","cited_by_count":29,"area":null},{"id":"2406.12179","title":"The Wisdom of a Crowd of Brains: A Universal Brain Encoder","created":"2024-06-18","cited_by_count":15,"area":null},{"id":"2503.02351","title":"MindSimulator: Exploring Brain Concept Localization via Synthetic FMRI","created":"2025-03-04","cited_by_count":15,"area":null},{"id":"2506.11167","title":"Towards a general-purpose foundation model for fMRI analysis","created":"2025-06-11","cited_by_count":15,"area":null},{"id":"2502.15786","title":"MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding","created":"2025-02-18","cited_by_count":14,"area":null},{"id":"2501.14309","title":"BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities","created":"2025-01-24","cited_by_count":10,"area":null},{"id":"2411.13378","title":"Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding","created":"2024-11-20","cited_by_count":7,"area":null},{"id":"2503.15978","title":"A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli","created":"2025-03-20","cited_by_count":7,"area":null},{"id":"2505.15946","title":"MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding","created":"2025-05-21","cited_by_count":7,"area":"moe"},{"id":"2510.27128","title":"ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding","created":"2025-10-31","cited_by_count":7,"area":null},{"id":"2502.16861","title":"A Survey of fMRI to Image Reconstruction","created":"2025-02-24","cited_by_count":6,"area":null},{"id":"2406.02659","title":"Reanimating Images using Neural Representations of Dynamic Stimuli","created":"2024-06-04","cited_by_count":5,"area":"diffusion"},{"id":"2505.14556","title":"Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI","created":"2025-05-20","cited_by_count":5,"area":null},{"id":"2510.13768","title":"Scaling Vision Transformers for Functional MRI with Flat Maps","created":"2025-10-15","cited_by_count":5,"area":null},{"id":"2510.25976","title":"Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer","created":"2025-10-29","cited_by_count":5,"area":"diffusion"},{"id":"2405.17720","title":"MindFormer: Semantic Alignment of Multi-Subject fMRI for Brain Decoding","created":"2024-05-28","cited_by_count":4,"area":null},{"id":"2411.17475","title":"COBRA: A Continual Learning Approach to Vision-Brain Understanding","created":"2024-11-25","cited_by_count":4,"area":null},{"id":"2505.15755","title":"Exploring The Visual Feature Space for Multimodal Neural Decoding","created":"2025-05-21","cited_by_count":4,"area":null},{"id":"2604.17782","title":"Subject-Aware Multi-Granularity Alignment for Zero-Shot EEG-to-Image Retrieval","created":"2026-04-20","cited_by_count":4,"area":null},{"id":"2602.07495","title":"Learning Brain Representation with Hierarchical Visual Embeddings","created":"2026-02-07","cited_by_count":3,"area":null},{"id":"2503.10663","title":"Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing","created":"2025-03-09","cited_by_count":2,"area":null},{"id":"2505.01670","title":"Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations","created":"2025-05-03","cited_by_count":2,"area":null},{"id":"2507.07993","title":"Multigranular Evaluation for Brain Visual Decoding","created":"2025-07-10","cited_by_count":2,"area":null},{"id":"2507.16389","title":"From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure","created":"2025-07-22","cited_by_count":2,"area":null},{"id":"2405.11597","title":"Language Reconstruction with Brain Predictive Coding from fMRI Data","created":"2024-05-19","cited_by_count":1,"area":null},{"id":"2507.19071","title":"Cross-Subject Mind Decoding from Inaccurate Representations","created":"2025-07-25","cited_by_count":1,"area":"diffusion"},{"id":"2508.02480","title":"MindShot: Multi-Shot Video Reconstruction from fMRI with LLM Decoding","created":"2025-08-04","cited_by_count":1,"area":null},{"id":"2509.00787","title":"Image-to-Brain Signal Generation for Visual Prosthesis with CLIP Guided Multimodal Diffusion Models","created":"2025-08-31","cited_by_count":1,"area":"diffusion"},{"id":"2509.03433","title":"Decoding Visual Neural Representations by Multimodal with Dynamic Balancing","created":"2025-09-03","cited_by_count":1,"area":null},{"id":"2509.23566","title":"Towards Interpretable Visual Decoding with Attention to Brain Representations","created":"2025-09-28","cited_by_count":1,"area":null},{"id":"2510.03122","title":"HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion","created":"2025-10-03","cited_by_count":1,"area":"diffusion"},{"id":"2510.19332","title":"BrainMCLIP: Brain Image Decoding with Multi-Layer feature Fusion of CLIP","created":"2025-10-22","cited_by_count":1,"area":null},{"id":"2511.04078","title":"Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment","created":"2025-11-06","cited_by_count":1,"area":null},{"id":"2601.17857","title":"SynMind: Reducing Semantic Hallucination in fMRI-Based Image Reconstruction","created":"2026-01-25","cited_by_count":1,"area":"diffusion"},{"id":"2602.21819","title":"SemVideo: Reconstructs What You Watch from Brain Activity via Hierarchical Semantic Guidance","created":"2026-02-25","cited_by_count":1,"area":null},{"id":"2603.07625","title":"Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding","created":"2026-03-08","cited_by_count":1,"area":null},{"id":"2604.08537","title":"Meta-learning In-Context Enables Training-Free Cross Subject Brain Decoding","created":"2026-04-09","cited_by_count":1,"area":null},{"id":"2605.14569","title":"Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction","created":"2026-05-14","cited_by_count":1,"area":null},{"id":"2605.19279","title":"FPED: A Functional-Network Prior-Guided Mixture-of-Experts Framework for Interpretable Brain Decoding","created":"2026-05-19","cited_by_count":1,"area":"moe"},{"id":"2607.03165","title":"Rethinking Brain Decoding with CLIP: The Role of Adversarial Robustness","created":"2026-07-03","cited_by_count":1,"area":null},{"id":"2503.06437","title":"SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding","created":"2025-03-09","cited_by_count":0,"area":null},{"id":"2504.09109","title":"Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding","created":"2025-04-12","cited_by_count":0,"area":null},{"id":"2506.06035","title":"HAVIR: HierArchical Vision to Image Reconstruction using CLIP-Guided Versatile Diffusion","created":"2025-06-06","cited_by_count":0,"area":null},{"id":"2508.18187","title":"BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding","created":"2025-08-25","cited_by_count":0,"area":null},{"id":"2509.09015","title":"VoxelFormer: Parameter-Efficient Multi-Subject Visual Decoding from fMRI","created":"2025-09-10","cited_by_count":0,"area":"inference"},{"id":"2510.02266","title":"NeuroSwift: A Lightweight Cross-Subject Framework for fMRI Visual Reconstruction of Complex Scenes","created":"2025-10-02","cited_by_count":0,"area":null},{"id":"2510.07342","title":"Beyond Grid-Locked Voxels: Neural Response Functions for Continuous Brain Encoding","created":"2025-10-07","cited_by_count":0,"area":null},{"id":"2510.16196","title":"Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2510.22335","title":"Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction","created":"2025-10-25","cited_by_count":0,"area":null},{"id":"2511.11437","title":"Hi-DREAM: Brain-Inspired Hierarchical Diffusion for fMRI-to-Image Reconstruction via ROI Encoder and VisuAl Mapping","created":"2025-11-14","cited_by_count":0,"area":null},{"id":"2512.20249","title":"Unified Multimodal Brain Decoding via Cross-Subject Soft-ROI Fusion","created":"2025-12-23","cited_by_count":0,"area":null},{"id":"2601.15071","title":"The Pictorial Cortex: Zero-Shot Cross-Subject fMRI-to-Image Reconstruction via Compositional Latent Modeling","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2602.10552","title":"MindPilot: Closed-loop Visual Stimulation Optimization for Brain Modulation with EEG-guided Diffusion","created":"2026-02-11","cited_by_count":0,"area":"diffusion"},{"id":"2604.09817","title":"NeuroFlow: Toward Unified Visual Encoding and Decoding from Neural Activity","created":"2026-04-10","cited_by_count":0,"area":null},{"id":"2604.10617","title":"Brain-Grasp: Graph-based Saliency Priors for Improved fMRI-based Visual Brain Decoding","created":"2026-04-12","cited_by_count":0,"area":null},{"id":"2605.02586","title":"StableMind: Source-Free Cross-Subject fMRI Decoding with Regularized Adaptation","created":"2026-05-04","cited_by_count":0,"area":null},{"id":"2605.09392","title":"HyNeuralMap: Hyperbolic Mapping of Visual Semantics to Neural Hierarchies","created":"2026-05-10","cited_by_count":0,"area":null},{"id":"2605.17198","title":"MIRAGE: Robust multi-modal architectures translate fMRI-to-image models from vision to mental imagery","created":"2026-05-16","cited_by_count":0,"area":null},{"id":"2605.24523","title":"MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding","created":"2026-05-23","cited_by_count":0,"area":null},{"id":"2605.24679","title":"MindAdapter: Few-Shot Parameter-Efficient Residual Calibration of Cross-Subject Brain-to-Visual Decoding Models","created":"2026-05-23","cited_by_count":0,"area":null},{"id":"2605.24993","title":"NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding","created":"2026-05-24","cited_by_count":0,"area":"moe"},{"id":"2605.29588","title":"Brain-IT-VQA: From Brain Signals to Answers","created":"2026-05-28","cited_by_count":0,"area":null},{"id":"2606.20696","title":"MindAlign: Decoding Inner Speech from fMRI Signals via Multimodal Embedding Alignment under Limited Data","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2606.30319","title":"BrainJanus: A Unified Model for Understanding and Generation across Brain, Vision, and Language","created":"2026-06-29","cited_by_count":0,"area":null},{"id":"2607.00410","title":"MindAU: EEG-Conditioned Facial Action Unit Editing via Dual-Stream Manifold Alignment","created":"2026-07-01","cited_by_count":0,"area":null},{"id":"2610.13763","title":"Neurons++: A Unified Visual-Stream Framework for Image and Video Reconstruction from fMRI with Neural-to-Visual Interpretability","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}