Fabien Baradel

Naver (South Korea) — South Korea

Computer Science · Physical Sciences

11h-index851citations31works5.12yr avg
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Research Topics

Human Pose and Action Recognition(24), Anomaly Detection Techniques and Applications(8), Multimodal Machine Learning Applications(8), Human Motion and Animation(7), Video Analysis and Summarization(6)

Publications31 total

Multi-HMR: Multi-person Whole-Body Human Mesh Recovery in a Single Shot
Lecture notes in computer science·2024· 24 cited
SHOWMe: Robust object-agnostic hand-object 3D reconstruction from RGB video
Computer Vision and Image Understanding·2024· 7 citedOpen Access
Cross-View and Cross-Pose Completion for 3D Human Understanding
2024· 3 cited
T2LM: Long-Term 3D Human Motion Generation from Multiple Sentences
arXiv (Cornell University)·2024Open Access
Purposer: Putting Human Motion Generation in Context
arXiv (Cornell University)·2024Open Access
Purposer: Putting Human Motion Generation in Context
2024· 1 cited
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot
arXiv (Cornell University)·2024· 1 citedOpen Access
Cross-view and Cross-pose Completion for 3D Human Understanding
arXiv (Cornell University)·2023Open Access
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting
arXiv (Cornell University)·2022Open Access
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling
arXiv (Cornell University)·2022· 1 citedOpen Access
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space
arXiv (Cornell University)·2022· 1 citedOpen Access
PoseGPT: Quantization-Based 3D Human Motion Generation and Forecasting
Lecture notes in computer science·2022· 53 cited
Leveraging MoCap Data for Human Mesh Recovery
2021 International Conference on 3D Vision (3DV)·2021Open Access
Structured deep learning for video analysis
HAL (Le Centre pour la Communication Scientifique Directe)·2020Open Access
Cophy: Counterfactual Learning of Physical Dynamics
HAL (Le Centre pour la Communication Scientifique Directe)·2020· 20 citedOpen Access
CoPhy: Counterfactual Learning of Physical Dynamics (Benchmark Dataset)
2019Open Access
CoPhy: Counterfactual Learning of Physical Dynamics (Benchmark Dataset)
Zenodo (CERN European Organization for Nuclear Research)·2019Open Access
CoPhy: Counterfactual Learning of Physical Dynamics (Benchmark Dataset)
2019Open Access
CoPhy: Counterfactual Learning of Physical Dynamics (Benchmark Dataset)
Figshare·2019Open Access
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Frequent Co-authors

Grégory Rogez(12), Julien Mille(11), Philippe Weinzaepfel(11), Christian Wolf(10), Natalia Neverova(9), Greg Mori(9), Thomas G. Lucas(8), Romain Brégier(6), Matthieu Armando(5), Salma Galaaoui(5), Christian Wolf(3), Kevin Murphy(2), Cordelia Schmid(2), Christian Wolf(2), Vincent Leroy(2), Thibault Groueix(2), Yannis Kalantidis(2), Steeven Janny(2), Madiha Nadri(2), Nicolas Ugrinovic(2)