Excited to share that our work "Neuro-Symbolic Generative Diffusion Models" received a DARPA Disruptive Idea Award at NeuS 2025! ๐
This work pushes toward integrating symbolic reasoning and generative modeling to meet the safety and robustness demands of scientific applications.
Posts by Michael Cardei
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Excited to share our #NeurIPS2024 work on combining diffusion models with constrained optimization to generate data adhering to constraints and physical principles (with guarantees!) will be a spotlight at the workshop on AI for Accelerated Materials Design!
๐ arxiv.org/abs/2402.03559
I created 3 introductory notebooks on Flow Matching models to help get started with this exciting topic! โจ
1. Annotated Flow Matching paper: github.com/gle-bellier/...
2. Discrete Flow Matching: github.com/gle-bellier/...
3. Minimal FM in Jax: github.com/gle-bellier/...
I'm making a list of AI for Science researchers on bluesky โ let me know if I missed you / if you'd like to join!
go.bsky.app/AcP9Lix
Would love to join!
This looks great, would appreciate to be added
Super cool, would appreciate to be added :)