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Technical University of Munich
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Image editing models may appear visually stunning, but they struggle with accurately reflecting real-world lighting, especially in shadowed regions.
TriFlow achieves 90% lower Chamfer Distance and 8x faster mesh generation, setting a new standard for artist-like 3D topology synthesis.
Achieving state-of-the-art accuracy in 3D scene understanding with an order of magnitude less training compute than traditional methods.
Scene reconstruction gets a 16% fidelity boost by treating it as conditional 3D generation, effectively scaling object-level generative priors to entire environments.
Achieve 3x faster and more accurate 4D facial reconstruction by predicting canonical facial point coordinates, enabling temporally consistent geometry and reliable correspondences within a single feed-forward model.