Search Results for author: Leo J. Lee

Found 3 papers, 3 papers with code

Splicing Up Your Predictions with RNA Contrastive Learning

1 code implementation12 Oct 2023 Philip Fradkin, Ruian Shi, Bo wang, Brendan Frey, Leo J. Lee

In the face of rapidly accumulating genomic data, our understanding of the RNA regulatory code remains incomplete.

Contrastive Learning Property Prediction +1

DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets

1 code implementation NeurIPS 2023 Lazar Atanackovic, Alexander Tong, Bo wang, Leo J. Lee, Yoshua Bengio, Jason Hartford

In this paper we leverage the fact that it is possible to estimate the "velocity" of gene expression with RNA velocity techniques to develop an approach that addresses both challenges.

Bayesian Inference Causal Discovery

Generating and designing DNA with deep generative models

2 code implementations17 Dec 2017 Nathan Killoran, Leo J. Lee, Andrew Delong, David Duvenaud, Brendan J. Frey

We propose generative neural network methods to generate DNA sequences and tune them to have desired properties.

Generative Adversarial Network

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