Sotabase

Career

· Research Scientist, Amazon2025–
· Postdoctoral Researcher, Stanford University2024–2025
· Research Intern, Meta Reality Labs2021–
· Intern, Amazon Lab 1262018–
· PhD in Computer Science, Georgia Institute of Technology2017–2023
· PhD Student Researcher, Georgia Institute of Technology2017–2023
· B.A. in Computer Science, Mathematics, Bard College2013–2017
· Postdoctoral fellow, Amazon, Inc.

Publications (30)

Unsupervised 3D Pose Estimation With Geometric Self-Supervision
Computer Vision and Pattern Recognition · 2019
212
cited
Using Shape to Categorize: Low-Shot Learning with an Explicit Shape Bias
Computer Vision and Pattern Recognition · 2021
86
cited
Incremental Object Learning From Contiguous Views
Computer Vision and Pattern Recognition · 2019
42
cited
ZeroShape: Regression-Based Zero-Shot Shape Reconstruction
Computer Vision and Pattern Recognition · 2023
39
cited
3D Reconstruction of Novel Object Shapes from Single Images
International Conference on 3D Vision · 2020
33
cited
Deactivation processes and hydrogen bonding of excited N-substituted acridones
1998
28
cited
ShapeClipper: Scalable 3D Shape Learning from Single-View Images via Geometric and CLIP-Based Consistency
Computer Vision and Pattern Recognition · 2023
24
cited
Electronic spectra and π-electronic structure of some hydroxyazo dyes
1973
15
cited
3x2: 3D Object Part Segmentation by 2D Semantic Correspondences
2024
12
cited
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues
European Conference on Computer Vision · 2022
12
cited
The BabyView dataset: High-resolution egocentric videos of infants' and young children's everyday experiences
arXiv.org · 2024
11
cited
Does Continual Learning = Catastrophic Forgetting?
arXiv.org · 2021
10
cited
The Benefits of Depth Information for Head-Mounted Gaze Estimation
Eye Tracking Research & Application · 2022
6
cited
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization
Neural Information Processing Systems · 2022
5
cited
Low-shot Object Learning with Mutual Exclusivity Bias
Neural Information Processing Systems · 2023
4
cited
Taming generative video models for zero-shot optical flow extraction
arXiv.org · 2025
3
cited
World Modeling with Probabilistic Structure Integration
arXiv.org · 2025
3
cited
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction
International Conference on 3D Vision · 2021
1
cited
An Alternative Formulation for Nonnegative Matrix Factorization
2017
Developmental Machine Learning: From Human Learning to Machines and Back (Dagstuhl Seminar 22422)
Dagstuhl Reports · 2022
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Stefan Stojanov | Researcher Profile | Sotabase | Sotabase