Sotabase

Career

· Group Lead And Principal Scientist, NAVER LABS Corp.2023–
· Team Lead And Senior Research Scientist, NAVER LABS Corp.2019–2023
· Research Scientist, Inria2015–2019
· Visiting Project Scientist, UC Irvine2013–2015
· Researcher, University of Zaragoza2011–2013
· Research Fellow, Oxford Brookes University2009–2010

Publications (67)

LCR-Net: Localization-Classification-Regression for Human Pose
Computer Vision and Pattern Recognition · 2017
319
cited
LCR-Net++: Multi-Person 2D and 3D Pose Detection in Natural Images
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018
299
cited
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild
Neural Information Processing Systems · 2016
281
cited
Depth-Based Hand Pose Estimation: Methods, Data, and Challenges
International Journal of Computer Vision · 2015
246
cited
GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes
Computer Vision and Pattern Recognition · 2020
201
cited
Randomized trees for human pose detection
2008 IEEE Conference on Computer Vision and Pattern Recognition · 2008
188
cited
Understanding Everyday Hands in Action from RGB-D Images
IEEE International Conference on Computer Vision · 2015
149
cited
Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single Images
IEEE International Conference on Computer Vision · 2019
140
cited
3D Hand Pose Detection in Egocentric RGB-D Images
ECCV Workshops · 2014
129
cited
Progressive Skeletonization: Trimming more fat from a network at initialization
International Conference on Learning Representations · 2020
108
cited
First-person pose recognition using egocentric workspaces
Computer Vision and Pattern Recognition · 2015
96
cited
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting
European Conference on Computer Vision · 2022
92
cited
PoseScript: 3D Human Poses from Natural Language
European Conference on Computer Vision · 2022
87
cited
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning
Computer Vision and Pattern Recognition · 2020
81
cited
Mimetics: Towards Understanding Human Actions Out of Context
International Journal of Computer Vision · 2019
81
cited
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot
European Conference on Computer Vision · 2024
66
cited
Ambiguity Modeling in Latent Spaces
Machine Learning for Multimodal Interaction · 2008
65
cited
Multi-FinGAN: Generative Coarse-To-Fine Sampling of Multi-Finger Grasps
IEEE International Conference on Robotics and Automation · 2020
61
cited
DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wild
European Conference on Computer Vision · 2020
58
cited
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training
Neural Information Processing Systems · 2022
58
cited
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Gregory Rogez | Researcher Profile | Sotabase | Sotabase