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University of Illinois Urbana-Champaign
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Topology-preserving 3D generation now achieves 98% fewer tokens and 58.5% faster inference by encoding shapes as overlapping slice latents instead of expensive voxels.
Training-free video editing no longer requires fragmented, task-specific pipelines: unified attention-space control shatters prior zero-shot accuracy records on FiVE by nearly 20 points across both instruction- and subject-driven edits.