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Introducing ShapeR, a method for robust conditional 3D shape generation from casually captured seque

Yawar Siddiqui·@yawarnihal·Jan 19, 2026

Introducing ShapeR, a method for robust conditional 3D shape generation from casually captured sequences. ShapeR leverages a rectified flow transformer conditioned on per-object multimodal data to turn casual image sequences into full metric scene reconstructions. Project Page:

#shape-generation#rectified-flow#transformer#3d-reconstruction

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