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Mathis Petrovich

Action-Conditioned 3D Human Motion Synthesis with Transformer VAE
2021 · Mathis Petrovich, Michael J. Black, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 566
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TEMOS: Generating Diverse Human Motions from Textual Descriptions
2022 · Mathis Petrovich, Michael J. Black, et al. · Lecture notes in computer science · 429
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TEACH: Temporal Action Composition for 3D Humans
2022 · Nikos Athanasiou, Mathis Petrovich, et al. · International Conference on 3D Vision (3DV) · 168
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TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis
2023 · Mathis Petrovich, Michael J. Black, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 139
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Kimodo: Scaling Controllable Human Motion Generation
2026 · Rempe, Davis, Petrovich, Mathis, et al. · arXiv (Cornell University) · 79
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Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation
2024 · Mathis Petrovich, Or Litany, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 62
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SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation
2023 · Nikos Athanasiou, Mathis Petrovich, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 60
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FsNet: Feature Selection Network on High-dimensional Biological Data
2023 · Dinesh Singh, Hector Climente-Gonzalez, et al. · International Joint Conference on Neural Networks (IJCNN) · 54
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A Cross-Dataset Study for Text-based 3D Human Motion Retrieval
2024 · Léore Bensabath, Mathis Petrovich, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 15
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Tone Mapping Operators: Progressing Towards Semantic-Awareness
2020 · Abhishek Goswami, Mathis Petrovich, et al. · IEEE International Conference on Multimedia & Expo Workshops (ICMEW) · 15
Autoregressive Diffusion with Hybrid Representation for Interactive Human Motion Generation
2026 · Kaifeng Zhao, Mathis Petrovich, et al. · ACM Transactions on Graphics · 12
Feature-Robust Optimal Transport for High-Dimensional Data
2023 · Mathis Petrovich, Chao Liang, et al. · Lecture notes in computer science · 10
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MotionBricks: Scalable Real-Time Motions with Modular Latent Generative Model and Smart Primitives
2026 · Tingwu Wang, Olivier Dionne, et al. · ACM Transactions on Graphics · 8
Fast local linear regression with anchor regularization
2020 · Petrovich, Mathis, Yamada, Makoto · arXiv (Cornell University) · 5
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Natural language control for 3D human motion synthesis
2024 · Mathis Petrovich · theses.fr (ABES) · 2
Occluded object tracking with RNNs
2018 · Petrovich, Mathis · HAL · 1
Tone Mapping Operators: Progressing Towards Semantic-awareness
2020 · Abhishek Goswami, Mathis Petrovich, et al. · Figshare
Works count: 18
Citation count: 1,630
H-index: 11
I10-index: 12
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