neural decoding

Decoding 3D Perception via BrainSSD: Synergistic Fusion of EEG Representations from Static and Dynamic Visual Streams CVPR 2026 EVOKE: Efficient and High-Fidelity EEG-to-Video Reconstruction via Decoupling Implicit Neural Representation AAAI 2026 More Natural, More Real: Object-aware Gaussian Splatting for 3D Visual Decoding from Human Brain CVPR 2026 Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces AAAI 2026 On the Information Processing of One-Dimensional Wasserstein Distances with Finite Samples AAAI 2026 SATTC: Structure-Aware Label-Free Test-Time Calibration for Cross-Subject EEG-to-Image Retrieval CVPR 2026 Single-Stage fMRI-to-3D Reconstruction via Viewpoint-Aware Embedding and Hierarchical Guidance AAAI 2026 Spontaneous Yet Predictable: Shapelet-Driven, Channel-Aware Intention Decoding from Multi-Region ECoG AAAI 2026 AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025 Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment EMNLP 2025 Bridging the Gap between Brain and Machine in Interpreting Visual Semantics: Towards Self-adaptive Brain-to-Text Decoding ICCV 2025 Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 CxGGEC: Construction-Guided Grammatical Error Correction ACL 2025 Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025 Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Interspeech 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 Exploring The Visual Feature Space for Multimodal Neural Decoding ICCV 2025 Multi-session, multi-task neural decoding from distinct cell-types and brain regions ICLR 2025 Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG Interspeech 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 Recreating Neural Activity During Speech Production with Language and Speech Model Embeddings Interspeech 2025 Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025 SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography ICLR 2025 Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings ICLR 2025