Mathis Petrovich

According to our database, Mathis Petrovich authored at least 15 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Kimodo: Scaling Controllable Human Motion Generation.

Davis Rempe, Mathis Petrovich, Ye Yuan, Haotian Zhang, Xue Bin Peng, Yifeng Jiang, Tingwu Wang, Umar Iqbal, David Minor, Michael de Ruyter, Jiefeng Li, Chen Tessler, Edy Lim, Eugene Jeong, Sam Wu, Ehsan Hassani, Michael Huang, Jin-Bey Yu, Chaeyeon Chung, Lina Song, Olivier Dionne, Jan Kautz, Simon Yuen, Sanja Fidler

CoRR, March, 2026

2025

Text-Driven 3D Hand Motion Generation from Sign Language Data.

Léore Bensabath, Mathis Petrovich, Gül Varol

CoRR, August, 2025

2024

Natural language control for 3D human motion synthesis. (Contrôle en langage naturel pour la synthèse de mouvements humains en 3D).

Mathis Petrovich

PhD thesis, 2024

Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation.

Mathis Petrovich, Or Litany, Umar Iqbal, Michael J. Black, Gül Varol, Xue Bin Peng, Davis Rempe

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A Cross-Dataset Study for Text-based 3D Human Motion Retrieval.

Léore Bensabath, Mathis Petrovich, Gül Varol

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

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

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

Proceedings of the International Joint Conference on Neural Networks, 2023

TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis.

Mathis Petrovich, Michael J. Black, Gül Varol

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation.

Nikos Athanasiou, Mathis Petrovich, Michael J. Black, Gül Varol

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

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

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

TEMOS: Generating Diverse Human Motions from Textual Descriptions.

Mathis Petrovich, Michael J. Black, Gül Varol

Proceedings of the Computer Vision - ECCV 2022, 2022

TEACH: Temporal Action Composition for 3D Humans.

Nikos Athanasiou, Mathis Petrovich, Michael J. Black, Gül Varol

Proceedings of the International Conference on 3D Vision, 2022

2021

Action-Conditioned 3D Human Motion Synthesis with Transformer VAE.

Mathis Petrovich, Michael J. Black, Gül Varol

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Feature Robust Optimal Transport for High-dimensional Data.

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

CoRR, 2020

Fast local linear regression with anchor regularization.

Mathis Petrovich, Makoto Yamada

CoRR, 2020

Tone Mapping Operators: Progressing Towards Semantic-Awareness.

Abhishek Goswami, Mathis Petrovich, Wolf Hauser, Frédéric Dufaux

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020