{"total":22,"rows":[{"id":"2403.11207","title":"MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data","created":"2024-03-17","cited_by_count":109,"area":null},{"id":"2310.02265","title":"DREAM: Visual Decoding from Reversing Human Visual System","created":"2023-10-03","cited_by_count":44,"area":null},{"id":"2404.07202","title":"UMBRAE: Unified Multimodal Brain Decoding","created":"2024-04-10","cited_by_count":32,"area":null},{"id":"2312.14871","title":"BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction","created":"2023-12-22","cited_by_count":30,"area":null},{"id":"2307.10246","title":"Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)","created":"2023-07-17","cited_by_count":21,"area":null},{"id":"2401.00430","title":"Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy","created":"2023-12-31","cited_by_count":15,"area":null},{"id":"2307.11078","title":"Brain2Music: Reconstructing Music from Human Brain Activity","created":"2023-07-20","cited_by_count":10,"area":null},{"id":"2312.07705","title":"Brain-optimized inference improves reconstructions of fMRI brain activity","created":"2023-12-12","cited_by_count":8,"area":null},{"id":"2506.06898","title":"NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery","created":"2025-06-07","cited_by_count":8,"area":null},{"id":"2309.15729","title":"MindGPT: Interpreting What You See with Non-invasive Brain Recordings","created":"2023-09-27","cited_by_count":6,"area":null},{"id":"2411.02783","title":"BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?","created":"2024-11-05","cited_by_count":5,"area":null},{"id":"2401.06005","title":"How does the primate brain combine generative and discriminative computations in vision?","created":"2024-01-11","cited_by_count":4,"area":null},{"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":"2505.15755","title":"Exploring The Visual Feature Space for Multimodal Neural Decoding","created":"2025-05-21","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":"2602.22555","title":"Autoregressive Visual Decoding from EEG Signals","created":"2026-02-26","cited_by_count":3,"area":null},{"id":"2405.18812","title":"MindSemantix: Deciphering Brain Visual Experiences with a Brain-Language Model","created":"2024-05-29","cited_by_count":2,"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":"2507.07993","title":"Multigranular Evaluation for Brain Visual Decoding","created":"2025-07-10","cited_by_count":2,"area":null},{"id":"2602.10361","title":"ENIGMA: EEG-to-Image in 15 Minutes Using Less Than 1% of the Parameters","created":"2026-02-10","cited_by_count":1,"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":"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}],"next_cursor":null}