Sotabase

Career

· Co-founder and President, Prompt AI2023–
· Head of Computer Vision Group, International Computer Science Institute (ICSI)2008–2014
· Professor in Residence, University of California, Berkeley2008–
· Assistant Professor, Massachusetts Institute of Technology1999–2008
· Member of Research Staff, Interval Research Corporation1996–1999
· Ph.D. in Media Arts and Sciences, Massachusetts Institute of Technology1991–1996
· S.M. in Media Arts and Sciences, Massachusetts Institute of Technology1988–1991
· B.S.E. in Computer Science and Engineering, University of Pennsylvania1984–1988

Publications (721)

Fully convolutional networks for semantic segmentation
Computer Vision and Pattern Recognition · 2014
40,954
cited
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
2014 IEEE Conference on Computer Vision and Pattern Recognition · 2013
28,347
cited
Caffe: Convolutional Architecture for Fast Feature Embedding
ACM Multimedia · 2014
14,817
cited
A ConvNet for the 2020s
Computer Vision and Pattern Recognition · 2022
7,220
cited
Long-term recurrent convolutional networks for visual recognition and description
Computer Vision and Pattern Recognition · 2014
6,307
cited
Context Encoders: Feature Learning by Inpainting
Computer Vision and Pattern Recognition · 2016
5,635
cited
Pfinder: real-time tracking of the human body
Proceedings of the Second International Conference on Automatic Face and Gesture Recognition · 1996
5,196
cited
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition · 2017
5,085
cited
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition
International Conference on Machine Learning · 2013
5,058
cited
End-to-End Training of Deep Visuomotor Policies
Journal of machine learning research · 2015
3,656
cited
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
International Conference on Machine Learning · 2017
3,194
cited
Adapting Visual Category Models to New Domains
European Conference on Computer Vision · 2010
3,128
cited
Deep Domain Confusion: Maximizing for Domain Invariance
Computer Vision and Pattern Recognition · 2014
2,794
cited
Curiosity-Driven Exploration by Self-Supervised Prediction
2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2017
2,744
cited
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning
Computer Vision and Pattern Recognition · 2018
2,644
cited
Region-Based Convolutional Networks for Accurate Object Detection and Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016
2,584
cited
Adversarial Feature Learning
International Conference on Learning Representations · 2016
1,890
cited
The pyramid match kernel: discriminative classification with sets of image features
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 · 2005
1,651
cited
Rethinking the Value of Network Pruning
International Conference on Learning Representations · 2018
1,617
cited
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
Conference on Empirical Methods in Natural Language Processing · 2016
1,550
cited
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