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ORCIDVignesh Ram Somnath
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2020 – today
- 2025
[c6]Gabriele Corso, Vignesh Ram Somnath, Noah Getz, Regina Barzilay, Tommi S. Jaakkola, Andreas Krause:
Composing Unbalanced Flows for Flexible Docking and Relaxation. ICLR 2025- 2024
- [j2]Puck van Gerwen
, Ksenia R. Briling, Charlotte Bunne, Vignesh Ram Somnath, Rubén Laplaza, Andreas Krause, Clémence Corminboeuf:
3DReact: Geometric Deep Learning for Chemical Reactions. J. Chem. Inf. Model. 64(15): 5771-5785 (2024) - 2023
- [c5]Alexander Hägele, Jonas Rothfuss, Lars Lorch, Vignesh Ram Somnath, Bernhard Schölkopf, Andreas Krause:
BaCaDI: Bayesian Causal Discovery with Unknown Interventions. AISTATS 2023: 1411-1436 - [c4]Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause:
Isotropic Gaussian Processes on Finite Spaces of Graphs. AISTATS 2023: 4556-4574 - [c3]Vignesh Ram Somnath, Matteo Pariset, Ya-Ping Hsieh, María Rodríguez Martínez, Andreas Krause, Charlotte Bunne:
Aligned Diffusion Schrödinger Bridges. UAI 2023: 1985-1995 - [i8]Vignesh Ram Somnath, Matteo Pariset, Ya-Ping Hsieh, María Rodríguez Martínez, Andreas Krause, Charlotte Bunne:
Aligned Diffusion Schrödinger Bridges. CoRR abs/2302.11419 (2023) - [i7]Vignesh Ram Somnath, Pier Giuseppe Sessa, María Rodríguez Martínez, Andreas Krause:
DockGame: Cooperative Games for Multimeric Rigid Protein Docking. CoRR abs/2310.06177 (2023) - [i6]Puck van Gerwen, Ksenia R. Briling, Charlotte Bunne, Vignesh Ram Somnath, Rubén Laplaza, Andreas Krause, Clémence Corminboeuf:
EquiReact: An equivariant neural network for chemical reactions. CoRR abs/2312.08307 (2023) - 2022
- [i5]Vignesh Ram Somnath, Charlotte Bunne, Andreas Krause:
Multi-Scale Representation Learning on Proteins. CoRR abs/2204.02337 (2022) - [i4]Alexander Hägele, Jonas Rothfuss, Lars Lorch, Vignesh Ram Somnath, Bernhard Schölkopf, Andreas Krause:
BaCaDI: Bayesian Causal Discovery with Unknown Interventions. CoRR abs/2206.01665 (2022) - [i3]Viacheslav Borovitskiy, Mohammad Reza Karimi, Vignesh Ram Somnath, Andreas Krause:
Isotropic Gaussian Processes on Finite Spaces of Graphs. CoRR abs/2211.01689 (2022) - 2021
- [j1]Andreas Kopf, Vincent Fortuin, Vignesh Ram Somnath, Manfred Claassen:
Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations on single cell data. PLoS Comput. Biol. 17(6) (2021) - [c2]Vignesh Ram Somnath, Charlotte Bunne, Connor W. Coley, Andreas Krause, Regina Barzilay:
Learning Graph Models for Retrosynthesis Prediction. NeurIPS 2021: 9405-9415 - [c1]Vignesh Ram Somnath, Charlotte Bunne, Andreas Krause:
Multi-Scale Representation Learning on Proteins. NeurIPS 2021: 25244-25255 - 2020
- [i2]Vignesh Ram Somnath, Charlotte Bunne, Connor W. Coley, Andreas Krause, Regina Barzilay:
Learning Graph Models for Template-Free Retrosynthesis. CoRR abs/2006.07038 (2020)
2010 – 2019
- 2019
- [i1]Andreas Kopf, Vincent Fortuin, Vignesh Ram Somnath, Manfred Claassen:
Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations. CoRR abs/1910.07763 (2019)
Coauthor Index
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