Search Results for author: Abhinav Godavarthi

Found 2 papers, 1 papers with code

ReLSO: A Transformer-based Model for Latent Space Optimization and Generation of Proteins

1 code implementation24 Jan 2022 Egbert Castro, Abhinav Godavarthi, Julian Rubinfien, Kevin B. Givechian, Dhananjay Bhaskar, Smita Krishnaswamy

Using ReLSO, we explicitly model the sequence-function landscape of large labeled datasets and generate new molecules by optimizing within the latent space using gradient-based methods.

Multimodal Data Visualization and Denoising with Integrated Diffusion

no code implementations12 Feb 2021 Manik Kuchroo, Abhinav Godavarthi, Alexander Tong, Guy Wolf, Smita Krishnaswamy

We propose a method called integrated diffusion for combining multimodal datasets, or data gathered via several different measurements on the same system, to create a joint data diffusion operator.

Clustering Data Visualization +1

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