Vignesh Ram Somnath | DeepAI

AI Chat

Featured Co-authors

Bernhard Schölkopf
271 publications
Andreas Krause
182 publications
Regina Barzilay
74 publications
Vincent Fortuin
35 publications
Connor W. Coley
28 publications
Jonas Rothfuss
20 publications
María Rodríguez Martínez
18 publications
Ya-Ping Hsieh
14 publications
Charlotte Bunne
13 publications
Viacheslav Borovitskiy
13 publications
Lars Lorch
9 publications

∙ 02/22/2023

Aligned Diffusion Schrödinger Bridges

Diffusion Schrödinger bridges (DSB) have recently emerged as a powerful ...

0 Vignesh Ram Somnath, et al. ∙

∙ 11/03/2022

Isotropic Gaussian Processes on Finite Spaces of Graphs

We propose a principled way to define Gaussian process priors on various...

0 Viacheslav Borovitskiy, et al. ∙

∙ 06/03/2022

BaCaDI: Bayesian Causal Discovery with Unknown Interventions

Learning causal structures from observation and experimentation is a cen...

18 Alexander Hägele, et al. ∙

∙ 04/04/2022

Multi-Scale Representation Learning on Proteins

Proteins are fundamental biological entities mediating key roles in cell...

0 Vignesh Ram Somnath, et al. ∙

∙ 06/12/2020

Learning Graph Models for Template-Free Retrosynthesis

Retrosynthesis prediction is a fundamental problem in organic synthesis,...

17 Vignesh Ram Somnath, et al. ∙

∙ 10/17/2019

Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations

Clustering high-dimensional data, such as images or biological measureme...

35 Andreas Kopf, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world