COVID-19 India Dataset: Parsing Detailed COVID-19 Data in Daily Health Bulletins from States in IndiaMayank AgarwalTathagata Chakrabortiet al.2021NeurIPS 2021
Benchmarking deep generative models for diverse antibody sequence designIgor MelnykPayel Daset al.2021NeurIPS 2021
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive ExplanationsBhanushee SharmaVijil Vijilet al.2021NeurIPS 2021
Expose Uncertainty, Instill Distrust, Avoid Explanations: Towards Ethical Guidelines for AIClaudio Santos Pinhanez2021NeurIPS 2021
A Deep Learning application towards transparent communication for Payment for Forest Environmental Services (PES)Ngoc Lan HoangThu-Thuy Pham2021NeurIPS 2021
Robust Text Perturbation using Sequence-to-Sequence Pre-TrainingNishtha MadaanDiptikalyan Sahaet al.2021NeurIPS 2021
Certified Robustness for Free in Differentially Private Federated LearningChulin XieYunhui Longet al.2021NeurIPS 2021
FLoRA: Single-shot Hyper-parameter Optimization for Federated LearningYi ZhouParikshit Ramet al.2021NeurIPS 2021
Identification of Enzymatic Active Sites with Unsupervised Language ModellingLoic Kwate DassiMatteo Manicaet al.2021NeurIPS 2021