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🤫 celebrates

Shuangfei Zhai

Apple researcher, creator of TarFlow normalizing flows

EngineeringmacOSiOS
The work

What we are celebrating, specifically.

  • TarFlow (Normalizing Flows are Capable Generative Models)
  • STARFlow
  • Attention entropy collapse research

Apple

Machine Learning Researcher · current

Why

Why we celebrate them.

Shuangfei revived normalizing flows with TarFlow and showed they can rival diffusion models, overturning a settled assumption with a clean idea and open code. His attention stability work also quietly made everyone's transformer training less fragile.

Sources — their own pages, so you can check us

  • ml-tarflow
  • Apple ML Research
This page is yours

Shuangfei Zhai, this belongs to you.

We built this from your public work because we think it deserves celebrating. You did not ask us to, so the only fair thing is that you decide what happens to it. Claim it and it is yours to edit. Ask us to change something and we will. Ask us to take it down and it is gone within 72 hours — free, no account needed, and nobody will try to talk you out of it.

Claim or remove this pageEveryone we celebrate