Sotabase

Career

· Senior Staff Scientist (IC7), Meta2025–2025
· Senior Staff Scientist, Meta2024–
· Senior Staff Scientist (IC7), Meta2024–2025
· Principal Scientist, Microsoft2020–2024
· Principal Scientist (L67), Microsoft2020–2024
· Senior Research Scientist, Google2019–2020
· Technical Lead - TensorFlow Graphics, Google2018–2020
· Senior Research Scientist, Google2017–2020
· Senior Scientist And Founding Team Member At PerceptiveIO, perceptiveIO, Inc2016–2017
· Visiting Researcher, Microsoft Research2015–2016
· Research Intern, Microsoft Research2014–2015

Publications (46)

Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation
Computer Vision and Pattern Recognition · 2019
820
cited
FastNeRF: High-Fidelity Neural Rendering at 200FPS
IEEE International Conference on Computer Vision · 2021
745
cited
Holoportation: Virtual 3D Teleportation in Real-time
ACM Symposium on User Interface Software and Technology · 2016
711
cited
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction
European Conference on Computer Vision · 2018
376
cited
Efficient and precise interactive hand tracking through joint, continuous optimization of pose and correspondences
ACM Transactions on Graphics · 2016
312
cited
Learning to Navigate the Energy Landscape
International Conference on 3D Vision · 2016
183
cited
ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation
Computer Vision and Pattern Recognition · 2019
179
cited
Exploiting uncertainty in regression forests for accurate camera relocalization
Computer Vision and Pattern Recognition · 2015
160
cited
DigiFace-1M: 1 Million Digital Face Images for Face Recognition
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2022
144
cited
On-the-Fly Adaptation of Regression Forests for Online Camera Relocalisation
Computer Vision and Pattern Recognition · 2017
132
cited
3D face reconstruction with dense landmarks
European Conference on Computer Vision · 2022
118
cited
Depth from motion for smartphone AR
ACM Transactions on Graphics · 2018
116
cited
Mesh Based Semantic Modelling for Indoor and Outdoor Scenes
2013 IEEE Conference on Computer Vision and Pattern Recognition · 2013
113
cited
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems
European Conference on Computer Vision · 2018
112
cited
SemanticPaint
ACM Transactions on Graphics · 2015
102
cited
Real-Time RGB-D Camera Pose Estimation in Novel Scenes Using a Relocalisation Cascade
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018
91
cited
Hierarchical Voxel Block Hashing for Efficient Integration of Depth Images
IEEE Robotics and Automation Letters · 2016
80
cited
UltraStereo: Efficient Learning-Based Matching for Active Stereo Systems
Computer Vision and Pattern Recognition · 2017
70
cited
Backtracking regression forests for accurate camera relocalization
IEEE/RJS International Conference on Intelligent RObots and Systems · 2017
61
cited
LookinGood
ACM Transactions on Graphics · 2018
59
cited
Sotabase
Julien Valentin | Researcher Profile | Sotabase | Sotabase