New #TMLR-Paper-with-Video: Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation Justus Westerhoff, Golzar Atefi, Mario Koddenbrock et al. https://tmlr.infinite-conf.org/paper_pages/duU11BnQ3Y #imprinting #imprint #neural

We developed a method to fine-tune synthetic microscopy images to closely match real ones + pixel-perfect segmentation masks included. Bridging the gap between synthetic and real data when labels are scarce. Preprint: datexis.github.io/SynthMT-proj...

Our preprint is online ⬇️

#SAM3 is getting a lot of attention, but how well does it work in specialized domains? On microscopy data, it performs surprisingly well without any fine-tuning — just careful hyperparameter tuning. In fact, it reaches the same level of agreement as two human annotators. #Preprint (under review)

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I used to think: "uv is fast, but is package installation really a bottleneck?" Then I destroyed my conda env at 11pm while trying to fix a plot for a paper due tomorrow. Now I get it. uv is incredible 😅 #Python #DevTools

First ML+BIO paper of my PhD journey submitted 🎉 Can't wait to receive the bioRxiv link to share our findings!

Thank you @overleaf.com for making collaboration so easy! Just completed a paper with 5+ actively writing/reviewing authors where we worked through 300+ comments. Real-time editing with multiple people working on the same sections without a hitch. Great piece of software :)