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Biosignal Processing

369 directly classified papers

Papers per year

Papers

A Correlation Manifold Self-Attention Network for EEG Decoding IJCAI 2025
AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Feature Space-Guided Inversion AAAI 2025
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025
ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection IJCAI 2025
EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025
See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI AAAI 2025
NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025
Assessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces (Student Abstract) AAAI 2025
Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis CVPR 2025
Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding IJCAI 2025
RhythmGuassian: Repurposing Generalizable Gaussian Model For Remote Physiological Measurement ICCV 2025
Contact-Aware Refinement of Human Pose Pseudo-Ground Truth via Bioimpedance Sensing ICCV 2025
Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025
A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy AAAI 2025
Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025
Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025
Causal Effect of Functional Treatment JMLR 2025
DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025
egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks ICCV 2025
The Language of Interoception: Examining Embodiment and Emotion Through a Corpus of Body Part Mentions EMNLP 2025
Assessing the Reliability and Validity of GPT-4 in Annotating Emotion Appraisal Ratings NAACL 2025
Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025
Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025
MeasureXpert: Automatic Anthropometric Measurement Extraction from Two Unregistered, Partial, Posed, and Dressed Body Scans ICCV 2025
Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025