Sotabase

Career

· Director, Information Science and Technology, California Institute of Technology2025–
· Amazon Fellow, Amazon Web Services (AWS)2017–
· Allen E. Puckett Professor of Electrical Engineering, California Institute of Technology2008–
· Executive Officer, California Institute of Technology2006–2010
· Director, Center for Neuromorphic Systems Engineering, California Institute of Technology1999–2004
· Assistant Professor, California Institute of Technology1991–1996
· Postdoctoral Researcher, International Computer Science Institute1990–1991
· Postdoctoral Researcher, Massachusetts Institute of Technology1990–1991
· PhD Student, University of California, Berkeley1990–
· D.Eng., University of Padua1985–

Publications (430)

Microsoft COCO: Common Objects in Context
European Conference on Computer Vision · 2014
49,990
cited
Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories
2004 Conference on Computer Vision and Pattern Recognition Workshop · 2004
5,525
cited
The Caltech-UCSD Birds-200-2011 Dataset
2011
4,893
cited
A Bayesian hierarchical model for learning natural scene categories
Computer Vision and Pattern Recognition · 2005
4,148
cited
Graph-Based Visual Saliency
Neural Information Processing Systems · 2006
3,825
cited
Pedestrian Detection: An Evaluation of the State of the Art
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012
3,321
cited
One-shot learning of object categories
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006
3,291
cited
Caltech-256 Object Category Dataset
2007
2,898
cited
Object class recognition by unsupervised scale-invariant learning
2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. · 2003
2,532
cited
Self-Tuning Spectral Clustering
Neural Information Processing Systems · 2004
2,399
cited
Fast Feature Pyramids for Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014
2,000
cited
The iNaturalist Species Classification and Detection Dataset
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
1,919
cited
Pedestrian detection: A benchmark
2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009
1,492
cited
Caltech-UCSD Birds 200
2010
1,384
cited
Integral Channel Features
British Machine Vision Conference · 2009
1,341
cited
Recognition in Terra Incognita
European Conference on Computer Vision · 2018
1,009
cited
The Multidimensional Wisdom of Crowds
Neural Information Processing Systems · 2010
896
cited
Learning object categories from Google's image search
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 · 2005
860
cited
Functional identification of an aggression locus in the mouse hypothalamus
Nature · 2010
838
cited
Rapid natural scene categorization in the near absence of attention
Proceedings of the National Academy of Sciences of the United States of America · 2002
831
cited
Sotabase