Georgios Pavlakos

1. Humans in 4D: Reconstructing and Tracking Humans with Transformers
   2023/05/31 by Shubham Goel, Goel, Shubham, Georgios Pavlakos +7 · 64 citations
   Computer Science · Engineering · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Gait Recognition and Analysis
2. Reconstructing Hands in 3D with Transformers
   2023/12/08 by Georgios Pavlakos, Pavlakos, Georgios, Dandan Shan +9 · 71 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems
3. Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the\n Loop
   2019/09/27 by Nikos Kolotouros, Kolotouros, Nikos, Georgios Pavlakos +5 · 36 citations
   Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Advanced Vision and Imaging
4. InstantSplat: Sparse-view Gaussian Splatting in Seconds
   2024/03/29 by Zhiwen Fan, Wenyan Cong, Fan, Zhiwen +20 · 45 citations
   Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · Engineering · #Spectroscopy Techniques in Biomedical and Chemical Research #Advanced Optical Sensing Technologies #Image Processing Techniques and Applications
5. GART: Gaussian Articulated Template Models
   2023/11/27 by Jiahui Lei, Yufu Wang, Lei, Jiahui +7 · 19 citations
   Computer Science · Engineering · #Human Pose and Action Recognition #Face recognition and analysis #Human Motion and Animation
6. OKAMI: Teaching Humanoid Robots Manipulation Skills through Single Video Imitation
   2024/10/15 by Jinhan Li, Li, Jinhan, Yifeng Zhu +11 · 25 citations
   Engineering · Computer Science · #Robotic Locomotion and Control #Robotics and Automated Systems #Educational Robotics and Engineering
7. Convolutional Mesh Regression for Single-Image Human Shape\n Reconstruction
   2019/05/08 by Nikos Kolotouros, Georgios Pavlakos, Kolotouros, Nikos +3 · 8 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
8. Learning to Estimate 3D Human Pose and Shape from a Single Color Image
   2018/05/10 by Georgios Pavlakos, Pavlakos, Georgios, Luyang Zhu +5 · 9 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
9. Ordinal Depth Supervision for 3D Human Pose Estimation
   2018/05/10 by Georgios Pavlakos, Xiaowei Zhou, Pavlakos, Georgios +3 · 7 citations
   Computer Science · #Human Pose and Action Recognition #Hand Gesture Recognition Systems #Video Surveillance and Tracking Methods
10. Estimating Body and Hand Motion in an Ego-sensed World
    2024/10/04 by Brent Yi, Vickie Ye, Yi, Brent +13 · 16 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
11. 6-DoF Object Pose from Semantic Keypoints
    2017/03/14 by Georgios Pavlakos, Xiaowei Zhou, Pavlakos, Georgios +7 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics (cs.RO) #Robotics and Sensor-Based Localization
12. Expressive Gaussian Human Avatars from Monocular RGB Video
    2024/07/03 by Hezhen Hu, Hu, Hezhen, Zhiwen Fan +11 · 8 citations
    Computer Science · Engineering · Psychology · #Human Pose and Action Recognition #Human Motion and Animation #Social Robot Interaction and HRI
13. On the Benefits of 3D Pose and Tracking for Human Action Recognition
    2023/04/03 by Jathushan Rajasegaran, Georgios Pavlakos, Rajasegaran, Jathushan +7 · 5 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
14. Atlas Gaussians Diffusion for 3D Generation
    2024/08/23 by Haitao Yang, Yuan Dong, Yang, Haitao +9 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
15. MultiPhys: Multi-Person Physics-aware 3D Motion Estimation
    2024/04/18 by Nicolas Ugrinovic, Ugrinovic, Nicolas, Boxiao Pan +13 · 5 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
16. Human Mesh Recovery from Multiple Shots
    2020/12/17 by Georgios Pavlakos, Jitendra Malik, Pavlakos, Georgios +3 · 2 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Advanced Vision and Imaging #3D Shape Modeling and Analysis
17. MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data
    2024/12/18 by Hanwen Jiang, Jiang, Hanwen, Zexiang Xu +25 · 4 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
18. Reconstructing Humans with a Biomechanically Accurate Skeleton
    2025/03/27 by Yan Xia, Xia, Yan, Xiaowei Zhou +7 · 3 citations
    Engineering · #Anatomy and Medical Technology
19. FIction: 4D Future Interaction Prediction from Video
    2024/12/01 by Kumar Ashutosh, Georgios Pavlakos, Ashutosh, Kumar +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization #Video Surveillance and Tracking Methods
20. Synergy and Synchrony in Couple Dances
    2024/09/06 by Vongani H. Maluleke, Maluleke, Vongani, Lea Müller +11 · 2 citations
    Psychology · #Action Observation and Synchronization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
21. Evaluating Zero-Shot GPT-4V Performance on 3D Visual Question Answering Benchmarks
    2024/05/29 by Simranjit Singh, Singh, Simranjit, Georgios Pavlakos +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
22. Real3D: Scaling Up Large Reconstruction Models with Real-World Images
    2024/06/12 by Hanwen Jiang, Jiang, Hanwen, Qixing Huang +3 · 1 citation
    Computer Science · Engineering · #Medical Image Segmentation Techniques #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis