Georgios Pavlakos
39 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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(24)
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(27)
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(10)
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Keyword Champion
(5)
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Trend Setter
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Prolific Year Β· Productive
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Keyword Collector
(222)
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Renaissance Researcher
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Research topics
Keywords
3d reconstruction
(14)
human pose estimation
(8)
3d pose estimation
(7)
pose estimation
(7)
transformer architecture
(5)
human mesh recovery
(5)
video understanding
(5)
convolutional network
(4)
smpl model
(4)
monocular video
(4)
3d vision
(3)
3d human reconstruction
(3)
action recognition
(2)
self-supervised learning
(2)
convolutional neural network
(2)
3d human pose estimation
(2)
shape estimation
(2)
object tracking
(2)
hand pose estimation
(2)
scene reconstruction
(2)
Papers
Enhancing Monocular 3D Hand Reconstruction with Learned Texture Priors
WACV 2026
HumanNOVA: Photorealistic, Universal and Rapid 3D Human Avatar Modeling from a Single Image
CVPR 2026
Natural Human Motion Recovery by Aligning High-Order Temporal Dynamics from Monocular Videos
CVPR 2026
Recovering Physically Plausible Human-Object Interactions from Monocular Videos
CVPR 2026
Atlas Gaussians Diffusion for 3D Generation
ICLR 2025
COLLAGE: Adaptive Fusion-based Retrieval for Augmented Policy Learning
CoRL 2025
Estimating Body and Hand Motion in an Ego-sensed World
CVPR 2025
ExpertAF: Expert Actionable Feedback from Video
CVPR 2025
FIction: 4D Future Interaction Prediction from Video
CVPR 2025
MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data
CVPR 2025
RayZer: A Self-supervised Large View Synthesis Model
ICCV 2025
Real3D: Towards Scaling Large Reconstruction Models with Real Images
ICCV 2025
Reconstructing Humans with a Biomechanically Accurate Skeleton
CVPR 2025
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields
NeurIPS 2024
Expressive Gaussian Human Avatars from Monocular RGB Video
NeurIPS 2024
GART: Gaussian Articulated Template Models
CVPR 2024
Generative Proxemics: A Prior for 3D Social Interaction from Images
CVPR 2024
MultiPhys: Multi-Person Physics-aware 3D Motion Estimation
CVPR 2024
OKAMI: Teaching Humanoid Robots Manipulation Skills through Single Video Imitation
CoRL 2024
Reconstructing Hands in 3D with Transformers
CVPR 2024
Decoupling Human and Camera Motion From Videos in the Wild
CVPR 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers
ICCV 2023
Learning Articulated Shape With Keypoint Pseudo-Labels From Web Images
CVPR 2023
On the Benefits of 3D Pose and Tracking for Human Action Recognition
CVPR 2023
Human Mesh Recovery From Multiple Shots
CVPR 2022
The One Where They Reconstructed 3D Humans and Environments in TV Shows
ECCV 2022
Tracking People by Predicting 3D Appearance, Location and Pose
CVPR 2022
Probabilistic Modeling for Human Mesh Recovery
ICCV 2021
Tracking People with 3D Representations
NeurIPS 2021
Coherent Reconstruction of Multiple Humans From a Single Image
CVPR 2020
Monocular Expressive Body Regression through Body-Driven Attention
ECCV 2020
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction
CVPR 2019
Expressive Body Capture: 3D Hands, Face, and Body From a Single Image
CVPR 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop
ICCV 2019
TexturePose: Supervising Human Mesh Estimation With Texture Consistency
ICCV 2019
Learning to Estimate 3D Human Pose and Shape From a Single Color Image
CVPR 2018
Ordinal Depth Supervision for 3D Human Pose Estimation
CVPR 2018
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose
CVPR 2017
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations
CVPR 2017