Search Results for author: Jan Oscar Cross-Zamirski

Found 2 papers, 2 papers with code

Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels

1 code implementation15 Mar 2023 Jan Oscar Cross-Zamirski, Praveen Anand, Guy Williams, Elizabeth Mouchet, Yinhai Wang, Carola-Bibiane Schönlieb

Image-to-image reconstruction problems with free or inexpensive metadata in the form of class labels appear often in biological and medical image domains.

Denoising Drug Discovery +2

Self-Supervised Learning of Phenotypic Representations from Cell Images with Weak Labels

1 code implementation16 Sep 2022 Jan Oscar Cross-Zamirski, Guy Williams, Elizabeth Mouchet, Carola-Bibiane Schönlieb, Riku Turkki, Yinhai Wang

We propose WS-DINO as a novel framework to use weak label information in learning phenotypic representations from high-content fluorescent images of cells.

Knowledge Distillation Self-Supervised Learning

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