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We show how this is particularly applicable for studying cellular dynamics in data from single-cell RNA sequencing (scRNA-seq) technologies, and that TrajectoryNet improves upon recently proposed static optimal transport-based models that can be used for interpolating cellular distributions. Type. Conference paper. Publication.
Improving and Generalizing Flow-Based Generative Models with Minibatch Optimal Transport. Alex Tong, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks, Kilian Fatras, Guy Wolf, Yoshua Bengio. February, 2023 archival. PDF Cite Code Video.
Alex Tong, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks, Kilian Fatras, Guy Wolf, Yoshua Bengio (2023). Improving and Generalizing Flow-Based Generative Models with Minibatch Optimal Transport. Accepted in TMLR Also presented at Frontiers4LCD Workshop @ ICML 2023. PDF Cite Code Video
this is my personal portfolio page showcasing my work.
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Dreamfold is a protein design company using generative modeling techniques employing 10+ scientists and engineers. Cofounded with Maksym Korablyov, Chenghao Liu, Jarrid Rector-Brooks, Michael Bronstein. Investors: IQ Capital, Panache Ventures, and Techammer. MoirAI Biosciences, New Haven, CT, USA.
Liked by Alex Tong. 👋. Welcome to my LinkedIn, I'm Alex!<br>🔨. I am currently a full-stack software…. · Experience: The New York Times · Education: App Academy · Location: Jersey City ...
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