brain decoding

Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction CVPR 2026 Encoding and Decoding Language in the Brain with Language Models EACL 2026 fMRI-LM: Towards a Universal Foundation Model for Language-Aligned fMRI Understanding CVPR 2026 HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment AAAI 2026 Linguistic Priors for Visual Decoupling: Towards Symmetric Vision-Brain Alignment CVPR 2026 Meta-Learning In-Context Enables Training-Free Cross Subject Brain Decoding CVPR 2026 Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding AAAI 2026 Beyond Brain Decoding: Visual-Semantic Reconstructions to Mental Creation Extension Based on fMRI ICCV 2025 BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation ICLR 2025 Cross-Subject Mind Decoding from Inaccurate Representations ICCV 2025 Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025 EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025 Multi-session, multi-task neural decoding from distinct cell-types and brain regions ICLR 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 Reanimating Images using Neural Representations of Dynamic Stimuli CVPR 2025 See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI AAAI 2025 SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments ICLR 2025 BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NeurIPS 2024 Brain decoding: toward real-time reconstruction of visual perception ICLR 2024 Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024 Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond ACL 2024 DREAM: Visual Decoding From Reversing Human Visual System WACV 2024 MindBridge: A Cross-Subject Brain Decoding Framework CVPR 2024 MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NeurIPS 2024 NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping NeurIPS 2024