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Research

997 papers (0 classified directly here)

Subtopics

Bioinformatics (644) Biosignal Processing (371)

Papers per year

28
11
90
140
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'15
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'25

Papers (including subtopics)

FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting JMLR 2022
A Nonconvex Framework for Structured Dynamic Covariance Recovery JMLR 2022
Efficient Inference for Dynamic Flexible Interactions of Neural Populations JMLR 2022
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models JMLR 2022
MyoSuite: A Contact-rich Simulation Suite for Musculoskeletal Motor Control L4DC 2022
A Dataset for N-ary Relation Extraction of Drug Combinations NAACL 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022
The Functional LiNGAM PGM 2022
Directed Spectrum Measures Improve Latent Network Models Of Neural Populations NIPS 2021
Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification NIPS 2021
Neural Distance Embeddings for Biological Sequences NIPS 2021
Three-dimensional spike localization and improved motion correction for Neuropixels recordings NIPS 2021
Language models enable zero-shot prediction of the effects of mutations on protein function NIPS 2021
Targeted Neural Dynamical Modeling NIPS 2021
Gene Regulatory Network Inference using 3D Convolutional Neural Network AAAI 2021
Relational Classification of Biological Cells in Microscopy Images AAAI 2021
PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning AAAI 2021
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning AAAI 2021
Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021
Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021
Longitudinal Deep Kernel Gaussian Process Regression AAAI 2021
Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021
Brain Decoding Using fNIRS AAAI 2021
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification AAAI 2021
Effective Clustering of scRNA-seq Data to Identify Biomarkers without User Input AAAI 2021