Who's Who of AI

Christian Laforte

84 trust practitioner @chrlaf.bsky.social · 1,325 followers
ML Engineer at NVIDIA. Previously: Stealth GPU startup; Stability AI; AMD; Autodesk; CEO of 2 startups (3D + AI). Toronto, Canada
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@ericzzj.bsky.social

Surflo: Consistent 3D Surface Flow Model with Global State @antoine-guedon.bsky.social, Shu Nakamura, @nicolasdufour.bsky.social, Jiahui Lei, Ko Nishino, @akanazawa.bsky.social arxiv.org/abs/2606.13644

Surflo: Consistent 3D Surface Flow Model with Global State arxiv.org
AI Weekly's analysis →
  • Surflo encodes a variable number of unposed RGB views into a fixed global state of K=128 tokens, then decodes 3D surface points via flow-matching ODEs.
  • From a single encoder pass the model can sample any number of oriented surface points, up to roughly one million, without committing to a fixed grid.
  • The authors report state-of-the-art results across eight benchmarks, including a Tanks and Temples Chamfer Distance of 0.0056 and F1 of 86.40 on 8 views.
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