Sotabase

Career

· Director, Applied AI/ML, Adobe2025–
· Senior Research Scientist II and AI+Geometry Group Manager, Adobe2022–2025
· Senior Research Scientist I and AI+Geometry Group Manager, Adobe2020–2022
· Postdoctoral Scholar Computer Science, Stanford University2013–2015
· Doctor of Philosophy (Ph.D.) Computer Science, Princeton University2008–2013
· Bachelor’s Degree Mathematics and Computer Science, Simon Fraser University2003–2008

Publications (101)

A scalable active framework for region annotation in 3D shape collections
ACM Transactions on Graphics · 2016
1,321
cited
A Papier-Mache Approach to Learning 3D Surface Generation
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
1,282
cited
Blended intrinsic maps
ACM Transactions on Graphics · 2011
534
cited
Shape-based recognition of 3D point clouds in urban environments
IEEE International Conference on Computer Vision · 2009
475
cited
3D-CODED: 3D Correspondences by Deep Deformation
European Conference on Computer Vision · 2018
352
cited
Multi-content GAN for Few-Shot Font Style Transfer
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
335
cited
Learning part-based templates from large collections of 3D shapes
ACM Transactions on Graphics · 2013
251
cited
Convolutional neural networks on surfaces via seamless toric covers
ACM Transactions on Graphics · 2017
236
cited
Entropic metric alignment for correspondence problems
ACM Transactions on Graphics · 2016
227
cited
Learning elementary structures for 3D shape generation and matching
Neural Information Processing Systems · 2019
194
cited
Data-driven structural priors for shape completion
ACM Transactions on Graphics · 2015
180
cited
Structure-aware shape processing
Eurographics · 2013
179
cited
Exploring collections of 3D models using fuzzy correspondences
ACM Transactions on Graphics · 2012
172
cited
Neural Cages for Detail-Preserving 3D Deformations
Computer Vision and Pattern Recognition · 2019
156
cited
Self-Supervised Learning of Point Clouds via Orientation Estimation
International Conference on 3D Vision · 2020
140
cited
Learning Local Shape Descriptors from Part Correspondences with Multiview Convolutional Networks
ACM Transactions on Graphics · 2017
136
cited
Data‐Driven Shape Analysis and Processing
Computer graphics forum (Print) · 2015
135
cited
Rank algorithms for picture processing
1986
128
cited
Physics-driven pattern adjustment for direct 3D garment editing
ACM Transactions on Graphics · 2016
125
cited
Shape2Pose
ACM Transactions on Graphics · 2014
110
cited
Sotabase
Vladimir G. Kim | Researcher Profile | Sotabase | Sotabase