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Research interests

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

Selected Publications

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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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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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Understanding deep features with computer-generated imagery

M. Aubry and B. Russell

ICCV, 2015

Download pdf (ArXiv preprint) | bibtex | View project web page

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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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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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