Mathis Petrovich

1. TEMOS: Generating diverse human motions from textual descriptions
   2022/04/25 by Mathis Petrovich, Michael J. Black, Petrovich, Mathis +3 · 62 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Video Analysis and Summarization
2. Action-Conditioned 3D Human Motion Synthesis with Transformer VAE
   2021/04/12 by Mathis Petrovich, Petrovich, Mathis, Michael J. Black +3 · 48 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
3. TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis
   2023/05/02 by Mathis Petrovich, Michael J. Black, Petrovich, Mathis +3 · 38 citations
   Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Video Analysis and Summarization
4. TEACH: Temporal Action Composition for 3D Humans
   2022/09/09 by Nikos Athanasiou, Mathis Petrovich, Athanasiou, Nikos +5 · 11 citations
   Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Natural Language Processing Techniques
5. SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation
   2023/04/20 by Nikos Athanasiou, Athanasiou, Nikos, Mathis Petrovich +5 · 7 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Multimodal Machine Learning Applications
6. A Cross-Dataset Study for Text-based 3D Human Motion Retrieval
   2024/05/27 by Léore Bensabath, Bensabath, Léore, Mathis Petrovich +3 · 6 citations
   Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Video Analysis and Summarization