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Thomas Lucas

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#machine learning Preprint Sep 2026

Sparse auto-regressive modeling for scene generation from multi-view images

Generating complete 3D scenes from sparse, unconstrained views is a fundamental challenge in 3D vision which requires reasoning beyond observed content while remaining computationally tractable. Existing feed-forward reconstruction methods are inherently limited to content visible in the input images, while 3D generati...

Thomas Lucas, Maxime Pietrantoni, Philippe Weinzaepfel et al. · 1 citation

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