Vignesh Ram Somnath
Vignesh Ram Somnath
PhD Student, ETH Zurich
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Learning Graph Models for Retrosynthesis Prediction
VR Somnath, C Bunne, CW Coley, A Krause, R Barzilay
Advances in Neural Information Processing Systems 34, 2021
Multi-Scale Representation Learning on Proteins
VR Somnath, C Bunne, A Krause
Advances in Neural Information Processing Systems 34, 25244-25255, 2021
Mixture-of-Experts Variational Autoencoder for Clustering and Generating from Similarity-Based Representations on Single Cell Data
A Kopf, V Fortuin, VR Somnath, M Claassen
PLoS Computational Biology, 2021
Aligned Diffusion Schrödinger Bridges
VR Somnath, M Pariset, YP Hsieh, MR Martinez, A Krause, C Bunne
Conference on Uncertainty in Artificial Intelligence (UAI), 1985-1995, 2023
Isotropic Gaussian Processes on Finite Spaces of Graphs
V Borovitskiy, MR Karimi, VR Somnath, A Krause
International Conference on Artificial Intelligence and Statistics, 4556-4574, 2023
EquiReact: An equivariant neural network for chemical reactions
P van Gerwen, KR Briling, C Bunne, VR Somnath, R Laplaza, A Krause, ...
arXiv preprint arXiv:2312.08307, 2023
DockGame: Cooperative Games for Multimeric Rigid Protein Docking
VR Somnath, PG Sessa, MR Martinez, A Krause
arXiv preprint arXiv:2310.06177, 2023
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