Search Results for author: Dwaraknath Gnaneshwar

Found 3 papers, 0 papers with code

Score-Based Generative Models for Molecule Generation

no code implementations7 Mar 2022 Dwaraknath Gnaneshwar, Bharath Ramsundar, Dhairya Gandhi, Rachel Kurchin, Venkatasubramanian Viswanathan

Recent advances in generative models have made exploring design spaces easier for de novo molecule generation.


Know Where To Drop Your Weights: Towards Faster Uncertainty Estimation

no code implementations NeurIPS Workshop ICBINB 2020 Akshatha Kamath, Dwaraknath Gnaneshwar, Matias Valdenegro-Toro

Through our experiments, we show a significant reduction in the GFLOPS required to model uncertainty, compared to Monte Carlo DropConnect, with marginal trade-off in performance.

Cannot find the paper you are looking for? You can Submit a new open access paper.