Mathieu Aubry

The wave kernel signature: A quantum mechanical approach to shape analysis

Mathieu Aubry, Ulrich Schlickewei, Daniel Cremers · 2011 · 740 citations

Spectral Theory, Engineering, Statistical Shape Analysis +19

Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models

Mathieu Aubry, Daniel Maturana, Alexei A. Efros et al. · 2014 · 513 citations

Engineering, 3D Pose Estimation, Object Category Detection +20

Dex-Net 1.0: A cloud-based network of 3D objects for robust grasp planning using a Multi-Armed Bandit model with correlated rewards

Jeffrey Mahler, Florian T. Pokorny, Brian Hou et al. · 2016 · 368 citations

Artificial Intelligence, Dexterity Network, Geometric Learning +20

Learning Dense Correspondence via 3D-Guided Cycle Consistency

Tinghui Zhou, Philipp Krähenbühl, Mathieu Aubry et al. · 2016 · 357 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

A Papier-Mache Approach to Learning 3D Surface Generation

Thibault Groueix, Matthew Fisher, Vladimir G. Kim et al. · 2018 · 233 citations

Engineering, Parametric Surface Elements, 3D Modeling +21