Biosignal Processing

Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Interspeech 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 Déjà Vu? Decoding Repeated Reading from Eye Movements ACL 2025 EEG-based Voice Conversion : Hearing the Voice of Your Brain Interspeech 2025 EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025 egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks ICCV 2025 Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis CVPR 2025 Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025 FeelNet: A Lightweight Fast Fourier Transform EEG-based Emotion Recognition Network ACML 2025 FG-MSTGNN: Cross-subject EEG Emotion Recognition via Frequency-guided Multi-period Spatial-temporal Graph Neural Network ACML 2025 Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics ICML 2025 Foundation Model Hidden Representations for Heart Rate Estimation from Auscultation Interspeech 2025 Heart Rate as a Proxy Measure to Assess Human Confidence in Spoken Speech Interspeech 2025 Human-Aligned Image Models Improve Visual Decoding from the Brain ICML 2025 Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes ICML 2025 ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection IJCAI 2025 Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025 MeasureXpert: Automatic Anthropometric Measurement Extraction from Two Unregistered, Partial, Posed, and Dressed Body Scans ICCV 2025 Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models Interspeech 2025 Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 Personalized Convolutional Dictionary Learning of Physiological Time Series AISTATS 2025 Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025 RhythmGuassian: Repurposing Generalizable Gaussian Model For Remote Physiological Measurement ICCV 2025 See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI AAAI 2025