Mathis Petrovich

Mathis Petrovich

PhD Student

IMAGINE team, LIGM
École des Ponts ParisTech (ENPC)

Introduction


I am a first-year PhD student working in collaboration between LIGM in the Imagine research group at École des Ponts ParisTech (ENPC) and the Perceiving Systems department of The Max Planck Institute for Intelligent Systems (MPI).

My PhD is co-supervised by Gül Varol (ENPC), Mathieu Aubry (ENPC) and Michael J. Black (MPI).

I am interested in human body analysis, computer vision, machine learning, deep learning and optimal transport.
My research currently focuses on action-conditioned human motion generation.

Publications


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Action-Conditioned 3D Human Motion Synthesis with Transformer VAE

Mathis Petrovich, Michael J. Black, Gül Varol
ICCV 2021

Paper  |  Webpage  |  Code
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Feature Robust Optimal Transport for High-dimensional Data

Mathis Petrovich*, Chao Liang*, Ryoma Sato, Yanbin Liu, Yao-Hung Hubert Tsai,
Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada
arXiv 2020

Paper
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FsNet: Feature Selection Network on High-dimensional Biological Data

Dinesh Singh, Héctor Climente-González, Mathis Petrovich,
Eiryo Kawakami, Makoto Yamada
arXiv 2020

Paper
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Fast local linear regression with anchor regularization

Mathis Petrovich, Makoto Yamada
arXiv 2020

Paper
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Tone Mapping Operators: Progressing Towards Semantic-Awareness

Abhishek Goswami, Mathis Petrovich, Wolf Hauser, Frederic Dufaux
ICMEW 2020

Paper

Research experience


Teaching


Miscellaneous