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A. Hu

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#machine learning Preprint Aug 2026

GLOSS: Geometric Local Self-Similarity Learning for Faithful Reference-Guided Texture Fill

This work leverages the geometric self-similarity and geometry-texture correlation existing in many natural and man-made shapes; and trains a shape-specific local texture generation and completion model that enables local geometry-conditioned texture inpainting, guided by artist-selected references, and generalizes to...

Chen-Yu Cai, A. Hu, James Lucas et al. · 0 citations
Jul 2026

Axolotl3D: a Unified Framework for Faithful 3D Shape Completion

Axolotl3D is presented, a multi-modal and occlusion-aware 3D generation model that jointly conditions on images, visibility masks, camera parameters, and a partial point cloud that synthesizes diverse conditioning regimes from large-scale 3D data, enabling robust cross-modal reasoning.

A. Hu, Maria Shugrina · 1 citation

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