Research

ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges AAAI 2023 SE(3) diffusion model with application to protein backbone generation ICML 2023 Second language identification of Vietnamese tones by native Mandarin learners Interspeech 2023 Seeing through the mess: evolutionary dynamics of lexical polysemy EMNLP 2023 Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference AAAI 2023 Similar Hierarchical Representation of Speech and Other Complex Sounds In the Brain and Deep Residual Networks: An MEG Study Interspeech 2023 Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning NeurIPS 2023 SwiFT: Swin 4D fMRI Transformer NeurIPS 2023 Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis ICML 2023 Towards robust and generalizable representations of extracellular data using contrastive learning NeurIPS 2023 Towards Ultrasound Tongue Image prediction from EEG during speech production Interspeech 2023 Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023 Training Normalizing Flows from Dependent Data ICML 2023 Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses CVPR 2023 Validation of a Task-Independent Cepstral Peak Prominence Measure with Voice Activity Detection Interspeech 2023 VBD-NLP at BioLaySumm Task 1: Explicit and Implicit Key Information Selection for Lay Summarization on Biomedical Long Documents ACL 2023 VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors NeurIPS 2023 Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data AAAI 2023 Which aspects of motor speech disorder are captured by Mel Frequency Cepstral Coefficients? Evidence from the change in STN-DBS conditions in Parkinson’s disease Interspeech 2023 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing AAAI 2022 Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022 Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning AAAI 2022 Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms EMNLP 2022 A Comprehensive Evaluation of Biomedical Entity-centric Search EMNLP 2022 A Dataset for N-ary Relation Extraction of Drug Combinations NAACL 2022