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We present a new algorithm, cryoFIRE ❄️🔥, for fast ab initio heterogeneous reconstruction, appearing at NeurIPS Conference this Dec! Really proud to share our latest work, led by the amazing Axel Levy, and my first paper Princeton Computer Science #EZlaboratory Paper: arxiv.org/abs/2210.07387 1/

Presenting MELON, a technique that can determine object-centric camera poses entirely from scratch while reconstructing the object in 3D. MELON can easily be integrated into existing NeRF methods and requires as few as 4–6 images of an object. Learn more →

🚨New paper at #NeurIPS2024! We present Hydra, a mixture of neural fields 🐉🐉🐉 for ab initio cryo-EM reconstruction of complex mixtures. Hydra is our attempt at pushing the boundaries for even more extreme forms of heterogeneity in cryo-EM 🤯. This was joint work with an

Here is what my friend remembers from my PhD defense. For the full story: m.youtube.com/watch?v=QwI2a1… Thank you to my examination committee (Mike Dunne, Gordon Wetzstein, Ellen Zhong, Frédéric Poitevin, John Pauly, Ron Dror), my collaborators and Bastien for the screenshot!

CryoDRGN-AI ❄️🐉🤖 is now published in Nature Methods!!! So excited to see this out and a huge congrats to Axel Levy and team! CryoDRGN-AI extends cryoDRGN from requiring input, fixed camera poses, to end-to-end ab initio reconstruction of biomolecules and their conformational