Brain-Computer Interface

ALIGN: Adversarial Learning for Generalizable Speech Neuroprosthesis UAI 2026 Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction CVPR 2026 CineBrain: A Large-Scale Multi-Modal Audiovisual Brain Dataset for Brain-Conditioned Video Generation CVPR 2026 Cross-Subject EEG-to-Video Reconstruction and Beyond CVPR 2026 D$^2$-FOSA: Dual-Diffusion Guided EEG-to-Image Reconstruction with Frequency-Oriented Semantic Alignment CVPR 2026 Decoding 3D Perception via BrainSSD: Synergistic Fusion of EEG Representations from Static and Dynamic Visual Streams CVPR 2026 Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding CVPR 2026 EEGiT: Teaching Vision Transformers to Understand the EEG signal CVPR 2026 Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark ACL 2026 Language Reconstruction with Brain Predictive Coding from fMRI Data ACL 2026 Linguistic Priors for Visual Decoupling: Towards Symmetric Vision-Brain Alignment CVPR 2026 More Natural, More Real: Object-aware Gaussian Splatting for 3D Visual Decoding from Human Brain CVPR 2026 Neuro-Cognitive Reward Modeling for Human-Centered Autonomous Vehicle Control CVPR 2026 NeuroFlow: Toward Unified Visual Encoding and Decoding from Neural Activity CVPR 2026 SATTC: Structure-Aware Label-Free Test-Time Calibration for Cross-Subject EEG-to-Image Retrieval CVPR 2026 SemVideo: Reconstructs What You Watch from Brain Activity via Hierarchical Semantic Guidance CVPR 2026 Temporal Precision Matters: Brain-Tuning Speech Language Models with Millisecond-Resolution Neural Signals ACL 2026 Towards Reinforcement Learning from Neural Feedback: Mapping fNIRS Signals to Agent Performance AAAI 2026 Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations Interspeech 2025 BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025 BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities AAAI 2025 BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025 Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025