Hanlin Wu

[Hanlin Wu @Han_lin_Wu]

@mntruell @johnschulman2 @grok 帮我翻译这个视频内容并生成总结

[Hanlin Wu @Han_lin_Wu]

@Kimi_Moonshot @grok help me to summarize this

[Hanlin Wu @Han_lin_Wu]

@rayanboukhanifi yes please

[Hanlin Wu @Han_lin_Wu]

@xuandongzhao “How far each token’s distribution is from uniform” is actually equivalent to the definition of entropy

[Hanlin Wu @Han_lin_Wu]

3. Bayesian Flow Networks is a powerful framework compared to diffusion and flow matching even in non-Euclidean space. 👍

Great experience with Yuxuan Song @kb_syx, Jingjing Gong @JingjingGong_, Prof. Zhou @__Hao_Zhou__ , Prof. Liu (a.k.a. JJ)! 🥰

[Hanlin Wu @Han_lin_Wu]

🎉Excited to announce our crystal generation model CrysBFN is accepted to #ICLR2025 as Spotlight paper! CrysBFN achieves ~100x speedup compared to diffusion based model with even better sampling quality! 😍

Project website: https://t.co/a4x4qlROH7
Paper: https://t.co/ybWaPuou0n

[Hanlin Wu @Han_lin_Wu]

Key Findings:
1. CrysBFN achieves ~100x speedup compared to diffusion based model with even better sampling quality! 😍
2. The guidance of uncertainty/entropy in intermediate generation states matters. 🧐