Sotabase

Career

· Senior Research Scientist, Argo AI2017–2022
· Ph.D. in Robotics, Carnegie Mellon University2009–
· B.S. in Computer Science, Georgia Institute of Technology2003–
· Manning Assistant Professor of Computer Science, Brown University
· Associate Professor; School of Interactive Computing, Georgia Institute of Technology
· Postdoctoral Researcher, Massachusetts Institute of Technology (MIT)

Publications (140)

Microsoft COCO: Common Objects in Context
European Conference on Computer Vision · 2014
49,990
cited
SUN database: Large-scale scene recognition from abbey to zoo
2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2010
4,135
cited
Argoverse: 3D Tracking and Forecasting With Rich Maps
Computer Vision and Pattern Recognition · 2019
1,513
cited
Scene Completion Using Millions of Photographs
ACM Transactions on Graphics · 2007
1,170
cited
IM2GPS: estimating geographic information from a single image
2008 IEEE Conference on Computer Vision and Pattern Recognition · 2008
1,021
cited
How do humans sketch objects?
ACM Transactions on Graphics · 2012
1,009
cited
SUN attribute database: Discovering, annotating, and recognizing scene attributes
2012 IEEE Conference on Computer Vision and Pattern Recognition · 2012
917
cited
Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting
NeurIPS Datasets and Benchmarks · 2023
888
cited
On Convergence and Stability of GANs
2018
644
cited
An empirical study of context in object detection
2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009
604
cited
Scribbler: Controlling Deep Image Synthesis with Sketch and Color
Computer Vision and Pattern Recognition · 2016
521
cited
Edge-based blur kernel estimation using patch priors
International Conference on Computational Photography · 2013
486
cited
SUN Database: Exploring a Large Collection of Scene Categories
International Journal of Computer Vision · 2014
464
cited
Composing Text and Image for Image Retrieval - an Empirical Odyssey
Computer Vision and Pattern Recognition · 2018
438
cited
Geometry-Aware Learning of Maps for Camera Localization
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
426
cited
The SUN Attribute Database: Beyond Categories for Deeper Scene Understanding
International Journal of Computer Vision · 2014
410
cited
Learning deep representations for ground-to-aerial geolocalization
Computer Vision and Pattern Recognition · 2015
399
cited
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
321
cited
Near-regular texture analysis and manipulation
ACM Transactions on Graphics · 2004
317
cited
The sketchy database
ACM Transactions on Graphics · 2016
305
cited
Sotabase
James Hays | Researcher Profile | Sotabase | Sotabase