69 citations · 206 across the 12 of their papers we have counts for
4 papers · 1 filter
Optimal Transport using GANs for Lineage Tracing
Neha Prasad, Karren Yang, Caroline Uhler
In this paper, we present Super-OT, a novel approach to computational lineage tracing that combines a supervised learning framework with optimal transport based on Generative Adver…
Improved Conditional Flow Models for Molecule to Image Synthesis
Karren Yang, Samuel Goldman, Wengong Jin +4
In this paper, we aim to synthesize cell microscopy images under different molecular interventions, motivated by practical applications to drug development. Building on the recent…
Telling Left from Right: Learning Spatial Correspondence of Sight and Sound
Karren Yang, Bryan Russell, Justin Salamon
Self-supervised audio-visual learning aims to capture useful representations of video by leveraging correspondences between visual and audio inputs. Existing approaches have focuse…
Causal Network Models of SARS-CoV-2 Expression and Aging to Identify Candidates for Drug Repurposing
Anastasiya Belyaeva, Louis Cammarata, Adityanarayanan Radhakrishnan +4
Given the severity of the SARS-CoV-2 pandemic, a major challenge is to rapidly repurpose existing approved drugs for clinical interventions. While a number of data-driven and exper…