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Geometry-aware object motion can now be achieved with minimal supervision, preserving identity and realism even under significant spatial displacements.
Forget geometric LODs: tokenizing 3D shapes by semantic salience unlocks SOTA reconstruction and efficient autoregressive generation with 10x-1000x fewer tokens.
