Sulin Liu
@sulinliu.bsky.social
Postdoc at MIT. Generative models, inference, AI for science. Prev: Princeton, Meta, NUS. liusulin.github.io
Interesting thread! We tried training a neural network to do arbitrary approximate marginalization in arxiv.org/abs/2310.12920, and surprisingly NN does a decent job approximating it. Enforcing strict normalization is hard, but it's pretty good at the level of comparing logps of things.
November 30, 2024 at 4:10 AM
Interesting thread! We tried training a neural network to do arbitrary approximate marginalization in arxiv.org/abs/2310.12920, and surprisingly NN does a decent job approximating it. Enforcing strict normalization is hard, but it's pretty good at the level of comparing logps of things.
Reposted by Sulin Liu
The first list filled up, so here's a second list of AI for Science researchers on bluesky.
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Let me know if I missed you / if you'd like to join!
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November 20, 2024 at 8:56 AM
The first list filled up, so here's a second list of AI for Science researchers on bluesky.
Let me know if I missed you / if you'd like to join!
bsky.app/starter-pack...
Let me know if I missed you / if you'd like to join!
bsky.app/starter-pack...
🙋 I work in discrete generative models, discrete diffusion with planning and flow matching for science applications.
November 19, 2024 at 2:14 PM
🙋 I work in discrete generative models, discrete diffusion with planning and flow matching for science applications.
Yes! I commute between Boston and NYC weekly.
November 19, 2024 at 2:08 PM
Yes! I commute between Boston and NYC weekly.
Would love to be added too!
November 18, 2024 at 10:28 PM
Would love to be added too!
Would love to be added too!
November 18, 2024 at 7:49 PM
Would love to be added too!