From cell lines to full embryos, drug treatments to genetic perturbations, neuron engineering to virtual organoid screens — odds are there’s something in it for you!

Built on flow matching, CellFlow can help guide your next phenotypic screen: biorxiv.org/content/10.1101/2025.04.11.648220v1

Bienvenue to further newcomers from Helmholtz Munich🇩🇪 , Irene and Kathararina. Just landed 🇨🇦 in the lab of Guy Wolf for an exciting stay at Mila, on geometric 📐 DL for T-cells embedding / geometric and topological 🗺️ graph learning @helmholtz @mila-quebec […]

[Original post on wisskomm.social]

SuperDiff goes super big!
- Spotlight at #ICLR2025!🥳
- Stable Diffusion XL pipeline on HuggingFace huggingface.co/superdiff/su... made by Viktor Ohanesian
- New results for molecules in the camera-ready arxiv.org/abs/2412.17762
Let's celebrate with a prompt guessing game in the thread👇

Looking for talented postdocs in deep learning for neuroscience and neuromodulation with the Murat Gunel lab in neurosurgery (medicine.yale.edu/lab/gunel/)! Projects include brain signal decoding, dynamics modeling for neuromodulation ASD and other conditions. See: krishnaswamylab.org/join

I wrote a summary of the main ingredients of the neat proof by Hugo Lavenant that diffusion models do not generally define optimal transport. github.com/mathematical...

Try out Fred's (my PhD student) reimplementation ESM2 with FlashAttention, achieving up to 60% memory savings and 70% faster inference! 🚀 No need to change your ESM code — it’s API-compatible! github.com/pengzhangzhi...

Anne Gagneux, Ségolène Martin, @quentinbertrand.bsky.social Remi Emonet and I wrote a tutorial blog post on flow matching: dl.heeere.com/conditional-... with lots of illustrations and intuition!

We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423

Mila is such a large community. One starter pack just isn’t enough! After @josephdviviano.bsky.social’s Mila list filled up, I decided to make another one. Will continue to add members until this one is full too.

go.bsky.app/9nXTDHo