News

Research interests

I am interested in many topics related to computer vision, computer graphics and machine learning, with a focus on:

Teaching

Publications

Also see Google Scholar

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3D-CODED : 3D Correspondences by Deep Deformation

T. Groueix, M. Fisher, V. G. Kim, B. C. Russell, M. Aubry

ECCV 2018

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Virtual Training for a Real Application: Accurate Object-Robot Relative Localization without Calibration

V. Loing, R. Marlet, M. Aubry

IJCV 2018

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AtlasNet: A Papier-Mâché Approach to Learning Surface Generation

T. Groueix, M. Fisher, V. G. Kim, B. C. Russell, M. Aubry

CVPR 2018

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3D Sketching using Multi-View Deep Volumetric Prediction

J. Delanoy, M. Aubry, P. Isola, A. Efros, A. Bousseau

I3D 2018

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Crafting a multi-task CNN for viewpoint estimation

F. Massa, R. Marlet and M. Aubry

BMVC 2016

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Automatic 3D Car Model Alignment for Mixed Image-Based Rendering

R. Ortiz-Cayon, A. Djelouah, F. Massa, M. Aubry, G. Drettakis

3DV 2016

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Deep Exemplar 2D-3D Detection by Adapting from Real to Rendered Views

F. Massa, B. Russell and M. Aubry

CVPR 2016

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Learning Dense Correspondence via 3D-guided Cycle Consistency

T. Zhou, P. Krähenbühland, M. Aubry, Q. Huang, and A. Efros

CVPR, 2016

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Dex-Net 1.0: A Cloud-Based Network of 3D Objects for Robust Grasp Planning Using a Multi-Armed Bandit Model with Correlated Rewards

J. Mahler, F. Pokorny, B. Hou, M. Roderick, M. Laskey, M. Aubry, K. Kohlhoff, T. Kroeger, J. Kuffner, K. Goldberg

ICRA, 2016

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Understanding deep features with computer-generated imagery

M. Aubry and B. Russell

ICCV, 2015

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Visual geo-localization of non-photographic depictions via 2D-3D alignment

M. Aubry, B. Russell and J. Sivic

Springer book chapter on Visual Analysis and Geo-Localization of Large Scale Imagery, 2015

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Anisotropic Laplace-Beltrami Operators for Shape Analysis

M. Andreux, E. RodolĂ , M. Aubry, and D. Cremers

In Sixth Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA), 2014

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Seeing 3D chairs: exemplar part-based 2D-3D alignment using a large dataset of CAD models

M. Aubry, D. Maturana, A. Efros, B. Russell and J. Sivic

CVPR, 2014

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Painting-to-3D Model Alignment Via Discriminative Visual Elements

M. Aubry, B. Russell and J. Sivic

ACM Transactions on Graphics, 2014 (will be presented at SIGGRAPH 2014)

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Fast and Robust Pyramid-based Image Processing thumbnail

Fast Local Laplacian Filters: Theory and Applications

M. Aubry, S. Paris, S. Hasinoff, J. Kautz, F. Durand

ACM Transactions on Graphics, 2014 (will be presented at SIGGRAPH 2014)

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A Super-resolution Framework for High-Accuracy Multiview Reconstruction

A Super-resolution Framework for High-Accuracy Multiview Reconstruction

B. Goldluecke, M. Aubry, K. Kolev, D. Cremers

International Journal of Computer Vision, volume 106, 2014

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Decoupling Photometry and Geometry in Dense
            Variational Camera Calibration thumbnail

Decoupling Photometry and Geometry in Dense Variational Camera Calibration

M. Aubry, K. Kolev, B. Goldluecke, D. Cremers

IEEE International Conference on Computer Vision (ICCV), 2011

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Pose-Consistent 3D Shape Segmentation Based on a
            Quantum Mechanical Feature Descriptor thumbnail

Pose-Consistent 3D Shape Segmentation Based on a Quantum Mechanical Feature Descriptor

M. Aubry, U. Schlickewei, D. Cremers

Pattern Recognition (Proc. DAGM), Springer, 2011

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The Wave Kernel Signature: A Quantum Mechanical
        Approach To Shape Analysis thumbnail

The Wave Kernel Signature: A Quantum Mechanical Approach To Shape Analysis

M. Aubry, U. Schlickewei, D. Cremers

IEEE International Conference on Computer Vision (ICCV) - Workshop on Dynamic Shape Capture and Analysis (4DMOD), 2011

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Short CV

For more detailed informations, you can download a full version of my CV in English or in French .