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Biosignal Processing

371 papers

Papers per year

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30
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Papers

Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NIPS 2024
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NIPS 2024
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography NIPS 2024
DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024
A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024
Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024
Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure AAAI 2024
HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals AAAI 2024
Protect Your Score: Contact-Tracing with Differential Privacy Guarantees AAAI 2024
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation AAAI 2024
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024
Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment AAAI 2024
Self-Supervised Framework Based on Subject-Wise Clustering for Human Subject Time Series Data AAAI 2024
RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction AAAI 2024
IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment AAAI 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL 2024
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies ACL 2024
Which Sense Dominates Multisensory Semantic Understanding? A Brain Decoding Study COLING 2024
Patch2Self2: Self-supervised Denoising on Coresets via Matrix Sketching CVPR 2024
Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis EACL 2024
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram ICLR 2024
DBPNet: Dual-Branch Parallel Network with Temporal-Frequency Fusion for Auditory Attention Detection IJCAI 2024
Towards EMG-to-Speech with Necklace Form Factor INTERSPEECH 2024
Using articulated speech EEG signals for imagined speech decoding INTERSPEECH 2024
Direct Speech Synthesis from Non-Invasive, Neuromagnetic Signals INTERSPEECH 2024