Research

Instance-Adaptive Graph for EEG Emotion Recognition AAAI 2020 Instance Segmentation of Biological Images Using Harmonic Embeddings CVPR 2020 Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments AAAI 2020 Learning Nanoscale Motion Patterns of Vesicles in Living Cells CVPR 2020 Learning Regional Attention Convolutional Neural Network for Motion Intention Recognition Based on EEG Data IJCAI 2020 Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders CVPR 2020 Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract) AAAI 2020 LMLFM: Longitudinal Multi-Level Factorization Machine AAAI 2020 Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals Interspeech 2020 MPM: Joint Representation of Motion and Position Map for Cell Tracking CVPR 2020 Neural Decomposition: Functional ANOVA with Variational Autoencoders AISTATS 2020 Neural Speech Decoding for Amyotrophic Lateral Sclerosis Interspeech 2020 Neural Topographic Factor Analysis for fMRI Data NeurIPS 2020 Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation ACL 2020 Point process models for sequence detection in high-dimensional neural spike trains NeurIPS 2020 Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers CVPR 2020 Prediction of Sleepiness Ratings from Voice by Man and Machine Interspeech 2020 Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020 Quantifying 60 Years of Gender Bias in Biomedical Research with Word Embeddings ACL 2020 Quantile Graphical Models: a Bayesian Approach JMLR 2020 Reinforcement Learning Framework for Deep Brain Stimulation Study IJCAI 2020 Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts EMNLP 2020 Social Media Medical Concept Normalization using RoBERTa in Ontology Enriched Text Similarity Framework AACL 2020 Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach Interspeech 2020 Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract) AAAI 2020