Creature Flow Viewer
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Watch quadrupeds grow from noise around a skeleton
Flow matching that grows quadruped point clouds from a 35-joint skeleton: viewer, model and training data.
Watch quadrupeds grow from noise around a skeleton
Note Interactive viewer: watch 2048 noise points flow into a lion, horse, wolf, deer or chimera around its skeleton.
Note 10.4M-parameter Point-DiT trained with conditional OT flow matching. EMA weights, code, 90% family recognition on unseen skeletons.
Note Training set: 500 procedural quadrupeds in 5 families, each a 35-joint skeleton with a 2048-point surface.
Note Flow Matching for Generative Modeling (Lipman et al., 2023): the conditional OT path used for training.
Note Scalable Diffusion Models with Transformers (DiT): source of the AdaLN-Zero blocks.