Research

MyoSuite: A Contact-rich Simulation Suite for Musculoskeletal Motor Control L4DC 2022 Nasal Coda Loss in the Chengdu Dialect of Mandarin: Evidence from RT-MRI Interspeech 2022 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022 Neural Network Poisson Models for Behavioural and Neural Spike Train Data ICML 2022 Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness NeurIPS 2022 One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams ICML 2022 On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane NeurIPS 2022 OntoProtein: Protein Pretraining With Gene Ontology Embedding ICLR 2022 Optimal Design of Stochastic DNA Synthesis Protocols based on Generative Sequence Models AISTATS 2022 OSSO: Obtaining Skeletal Shape From Outside CVPR 2022 PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding NeurIPS 2022 Planning with Biological Neurons and Synapses AAAI 2022 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NeurIPS 2022 Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design NeurIPS 2022 Proximal Exploration for Model-guided Protein Sequence Design ICML 2022 PyMiceTracking: An Open-Source Toolbox for Real-Time Behavioral Neuroscience Experiments CVPR 2022 Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer ICML 2022 Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization NeurIPS 2022 Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NeurIPS 2022 Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022 Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022 SHINE: SubHypergraph Inductive Neural nEtwork NeurIPS 2022 Slot Filling for Biomedical Information Extraction ACL 2022 SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study ACL 2022 Sparse Fourier Backpropagation in Cryo-EM Reconstruction NeurIPS 2022