34 citations · 88 across the 9 of their papers we have counts for
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q-bio.BM2020★ 8 cited
Evolution Is All You Need: Phylogenetic Augmentation for Contrastive Learning
Amy X. Lu, Alex X. Lu, Alan Moses
Self-supervised representation learning of biological sequence embeddings alleviates computational resource constraints on downstream tasks while circumventing expensive experiment…
q-bio.BM2020★ 6 cited
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…