Sotabase

Career

· Research Intern, NVIDIA2021–
· Computer Vision Research Intern, Adobe2019–2019
· Research Intern, Snap Inc.2018–2018
· Ph.D. Computer Science, Stanford University2017–2023
· Research Assistant, Stanford University2017–
· Research and Development Intern, GC Image2016–2017
· Smart Spaces Research Experience for Undergraduates (REU), Lehigh University2016–2016
· Research Assistant, University of Nebraska2015–2016
· Software Development Intern, GC Image2014–2015
· B.S. Computer Science, Mathematics, University of Nebraska2012–2016

Publications (31)

HuMoR: 3D Human Motion Model for Robust Pose Estimation
IEEE International Conference on Computer Vision · 2021
380
cited
A Point-Cloud Deep Learning Framework for Prediction of Fluid Flow Fields on Irregular Geometries
The Physics of Fluids · 2020
242
cited
Guided Conditional Diffusion for Controllable Traffic Simulation
IEEE International Conference on Robotics and Automation · 2022
221
cited
Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior
Computer Vision and Pattern Recognition · 2021
178
cited
Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion
Computer Vision and Pattern Recognition · 2023
156
cited
Language-Guided Traffic Simulation via Scene-Level Diffusion
Conference on Robot Learning · 2023
130
cited
Contact and Human Dynamics from Monocular Video
Symposium on Computer Animation · 2020
121
cited
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis
Computer Vision and Pattern Recognition · 2023
80
cited
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations
Neural Information Processing Systems · 2020
75
cited
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2024
72
cited
Multiview Aggregation for Learning Category-Specific Shape Reconstruction
Neural Information Processing Systems · 2019
35
cited
Alignment for comprehensive two-dimensional gas chromatography with dual secondary columns and detectors.
Analytical Chemistry · 2015
34
cited
Effectiveness of Global, Low-Degree Polynomial Transformations for GCxGC Data Alignment.
Analytical Chemistry · 2016
22
cited
SpOT: Spatiotemporal Modeling for 3D Object Tracking
European Conference on Computer Vision · 2022
12
cited
Predicting the Physical Dynamics of Unseen 3D Objects
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2020
9
cited
A cognitive radio TV prototype for effective TV spectrum sharing
International Symposium on Dynamic Spectrum Access Networks · 2017
8
cited
CurveCloudNet: Processing Point Clouds with 1D Structure
Computer Vision and Pattern Recognition · 2023
4
cited
COPILOT: Human Collision Prediction and Localization from Multi-view Egocentric Videos
arXiv.org · 2022
3
cited
COPILOT: Human-Environment Collision Prediction and Localization from Egocentric Videos
IEEE International Conference on Computer Vision · 2022
3
cited
Learning Generalizable Final-State Dynamics of 3D Rigid Objects
CVPR Workshops · 2019
2
cited
Sotabase
Davis Rempe | Researcher Profile | Sotabase | Sotabase