7 citations · 7 across the 3 of their papers we have counts for
3 papers
Score-Based Generative Models for Molecule Generation
Dwaraknath Gnaneshwar, Bharath Ramsundar, Dhairya Gandhi +2
Recent advances in generative models have made exploring design spaces easier for de novo molecule generation. However, popular generative models like GANs and normalizing flows fa…
Know Where To Drop Your Weights: Towards Faster Uncertainty Estimation
Akshatha Kamath, Dwaraknath Gnaneshwar, Matias Valdenegro-Toro
Estimating epistemic uncertainty of models used in low-latency applications and Out-Of-Distribution samples detection is a challenge due to the computationally demanding nature of…
NABU Multilingual Graph-based Neural RDF Verbalizer
Diego Moussallem, Dwaraknath Gnaneshwar, Thiago Castro Ferreira +1
The RDF-to-text task has recently gained substantial attention due to continuous growth of Linked Data. In contrast to traditional pipeline models, recent studies have focused on n…