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Artem Zholus

@artemzholus.bsky.social
704 followers 192 following 11 posts

Visiting Researcher at Meta; PhD student @mila.quebec. Ex: Intern @GoogleDeepMind, Intern @ EPFL, MSc@MIPT; artemzholus.github.io

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Reposted by Artem Zholus
Sarath Chandar @sarath-chandar.bsky.social · 05/03/2025
I am excited to share that our BindGPT paper won the best poster award at #AAAI2025! Congratulations to the team! Work led by @artemzholus.bsky.social!
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Artem Zholus @artemzholus.bsky.social · 27/02/2025
Happy to share that one of my latest works has been accepted to AAAI25! BindGPT is a new foundational model for generative chemistry. It tackles various generative tasks, 3D molecule generation and 3D conformer generation, with a single model—something previously impossible. 1/2 bindgpt.github.io
bindgpt.github.io
BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning
BindGPT is a new framework for building drug discovery models that leverages compute-efficient pretraining, supervised funetuning, prompting, reinforcement learning, and tool use of LMs. This allows B...
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Artem Zholus @artemzholus.bsky.social · 28/11/2024
Today I found two world model papers that make opposite claims in their central message: DINO-WM arxiv.org/abs/2411.04983 - frozen vision models are good for MBRL arxiv.org/abs/2411.10175 - frozen vision models are bad for MBRL (accepted at NeurIPS btw) What's funny is that they are one week apart
arxiv.org
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
The ability to predict future outcomes given control actions is fundamental for physical reasoning. However, such predictive models, often called world models, have proven challenging to learn and are...
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Artem Zholus @artemzholus.bsky.social · 23/11/2024
Hi everyone, my name is Artem and I am a PhD student Mila. Follow me if you are interested in AI agents, world models, LLMs and beyond! I am interning at Meta AI where I scale world models to real world. I also interned at Google DeepMind where we built new foundation models for video! More in 🧵1/5
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