Jian Zhou
zhou-jian.bsky.social
Jian Zhou
@zhou-jian.bsky.social
Computational Biology, Genomics, Machine Learning, AI. Assistant Professor at UTSW
Wanted to give a proper shout-out to @txrwang.bsky.social for earning a @damonrunyon.org QBio Fellowship! He is a perfect example of the next gen of scientists who think deeply and creatively across disciplines of biology and ML/AI. I learned a lot from him. www.damonrunyon.org/news/entries... 1/2
Damon Runyon Cancer Research Foundation awards Quantitative Biology Fellowships to five cutting-edge scientists
www.damonrunyon.org
July 23, 2025 at 8:47 PM
Excited to share our newest preprint! Glad to see how this evolved from a serendipitous finding from a rotation project. Led by the brilliant graduate student
@ycz23.bsky.social
Excited to share our new work, “Inverse Flow and Consistency Models”! We tackle inverse generation problems—like denoising in scenarios where you only have noisy measurements and no access to clean data, which is often the case in biological data and beyond.

arxiv.org/abs/2502.11333

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Inverse Flow and Consistency Models
Inverse generation problems, such as denoising without ground truth observations, is a critical challenge in many scientific inquiries and real-world applications. While recent advances in generative ...
arxiv.org
February 19, 2025 at 4:23 PM