Sherry Yang @mengjiao_yang Twitter Profile | Xstalk

Sherry Yang

@mengjiao_yang

Research Scientist @GoogleDeepMind | PhD Student @UCBerkeley. Previously M.Eng. / B.S. @MIT.

180Posts 3KFollowers 369Following

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Sherry Yang Reposted

Sherry Yang

18 Sep

This was a really fun collaboration between experts in materials science, diffusion, and foundation models. Connecting material generation with foundation models (although still loosely in this work) has so many exciting implications!

Sherry Yang

12 Sep

Checkout Generative Hierarchical Materials Search (GenMS) – a framework for generating crystal structures from natural language. Website: generative-materials.github.io Paper: arxiv.org/abs/2409.06762

Sherry Yang

12 Sep

Source for this figure: arxiv.org/abs/2205.10816. Procedure Cloning is a simple but powerful idea: Teach the model not just what action to take but also the procedure for how to find this action. Original Tweet: x.com/mengjiao_yang/…

Rafael Rafailov

26 Aug

My Bet: Strawberry is algorithm distillation/procedural cloning. Everyone right now is coming up with ways to distill System 2 into System 1, but that will always be limited. We need to train the model to run the algorithms, not just outputs (and post-train with RL of course).

Tweet Image 1

Sherry Yang

22 Jul

Looking forward to presenting the following papers @icmlconf: - Position paper on Video Generation for Decision Making arxiv.org/abs/2402.17139 (Tue 1:30 - 3pm #2613). - Code as Reward for real-world RL with VLMs arxiv.org/abs/2402.04764 (Thur 1:30-3pm #1115).

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