iiinova — where your digital self keeps evolving

Marta Skreta @martaowesyou.bsky.social · 08/04/2026

What if AI could invent enzymes that nature hasn’t seen? 👩‍🔬🧑‍🔬 Introducing 🪩 DISCO: Diffusion for Sequence-structure CO-design 📝 Blog: disco-design.github.io 📄 Paper: arxiv.org/abs/2604.05181 💻 Code: github.com/DISCO-design...

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Reposted by Marta Skreta

Rocío Mercado Oropeza @rociomer.bsky.social · 05/08/2025

📄📄📄 The AI4Mat-NeurIPS-2025 workshop is now open for submissions until August 22, 2025 (AOE)! Consider submitting full-length papers or shorter-length findings. We also have a special track for papers on benchmarking AI for materials design. sites.google.com/view/ai4mat/...

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Reposted by Marta Skreta

Rocío Mercado Oropeza @rociomer.bsky.social · 28/04/2025

Thanks to all the speakers and participants for the engaging discussions today, and for making the AI4Mat@ICLR 2025 workshop a great success! Thanks also to Santiago, @martaowesyou.bsky.social, and the rest of the co-organizing team for the effort putting this together. Great to be a part of it!

Singapore EXPO sign outside of the convention center where ICLR was held.

Co-organizer photo with Santiago, myself, and Marta at the end of the workshop.

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Reposted by Marta Skreta

Alán Aspuru-Guzik @aspuru.bsky.social · 24/01/2025

We at @digital-discovery.bsky.social are very happy to announce a new paper type called "Commit". Inspired by version control systems such as git, the idea is that if you have an update on a short and pointed publication, you can send it as a commit. We envision commits to be co-cited with the

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Reposted by Marta Skreta

lebellig @lebellig.bsky.social · 05/01/2025

"The Superposition of Diffusion Models using the Îto Density Estimator" (@martaowesyou.bsky.social, @lazaratan.bsky.social et al.) It's nice to see an easy-to-compute log-likelihood estimator for SDE sampling of diffusion models (not just ODE) 📄 arxiv.org/abs/2412.17762 🐍 github.com/necludov/sup...

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Reposted by Marta Skreta

Joey Bose @joeybose.bsky.social · 28/12/2024

New paper just dropped! How do you combine pre-trained diffusion models without having to train a new one 🤓? Turns out you can use our all new Ito density estimator 🔥 to compute densities under a diffusion model efficiently 🚀!

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Marta Skreta @martaowesyou.bsky.social · 28/12/2024

Super super excited to share our work SuperDiff 🦹‍♀️ for superimposing pretrained diffusion models at inference time 💪 Check out the 🧵 to see how we superimposed proteins as well as images, all thanks to a fast new density estimator. Curious to see what 🍩 & 🗺️ would produce?

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Marta Skreta @martaowesyou.bsky.social · 18/12/2024

exciting new workshop announcement!! join us in Singapore for Frontiers in Probabilistic Inference: Learning Meets Sampling 🌏⚡️😃 details below 👇 #ICLR2025

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Marta Skreta @martaowesyou.bsky.social · 09/12/2024

1/3 🧵Quantum conundrum: we want expressive circuits, but current hardware only allows short coherence times, and so more parameters = more problems. Check out our #NeurIPS2024 paper “Quantum Deep Equilibrium Models”.

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