Biosignal Processing

Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems NeurIPS 2024 DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024 DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments NeurIPS 2024 Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NeurIPS 2024 EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NeurIPS 2024 EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NeurIPS 2024 emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation NeurIPS 2024 emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography NeurIPS 2024 EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography NeurIPS 2024 Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL 2024 FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NeurIPS 2024 Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NeurIPS 2024 Flexible Bayesian Product Mixture Models for Vector Autoregressions JMLR 2024 Geodesic Optimization for Predictive Shift Adaptation on EEG data NeurIPS 2024 Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram ICLR 2024 HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals AAAI 2024 IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment AAAI 2024 IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024 Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals NeurIPS 2024 Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NeurIPS 2024 Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024 Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences Interspeech 2024 One-hot Generalized Linear Model for Switching Brain State Discovery ICLR 2024 Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching CVPR 2024 PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024