Artem Zholus
@artemzholus.bsky.social
Visiting Researcher at Meta; PhD student @mila.quebec. Ex: Intern @GoogleDeepMind, Intern @ EPFL, MSc@MIPT;
artemzholus.github.io
artemzholus.github.io
Reposted by Artem Zholus
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!
March 5, 2025 at 2:54 PM
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!
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
February 27, 2025 at 4:59 PM
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
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
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
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...
arxiv.org
November 28, 2024 at 6:13 AM
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
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
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
November 23, 2024 at 4:32 AM
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