Sotabase

Career

· Professor, University of Michigan2023–
· Vision Group Director, International Computer Science Institute (ICSI)2015–
· Vision Group Director, UC Berkeley (International Computer Science Institute)2015–
· Clare Booth Luce Professor, Boston College
· Postdoctoral Fellow in Computer Vision, UC Berkeley

Publications (160)

Unsupervised Feature Learning via Non-parametric Instance Discrimination
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
3,808
cited
Large-Scale Long-Tailed Recognition in an Open World
Computer Vision and Pattern Recognition · 2019
1,333
cited
Multiclass spectral clustering
Proceedings Ninth IEEE International Conference on Computer Vision · 2003
1,122
cited
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts
International Conference on Learning Representations · 2020
462
cited
Segmentation given partial grouping constraints
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004
286
cited
Cut and Learn for Unsupervised Object Detection and Instance Segmentation
Computer Vision and Pattern Recognition · 2023
241
cited
Orthogonal Convolutional Neural Networks
Computer Vision and Pattern Recognition · 2019
210
cited
Learning Non-Lambertian Object Intrinsics Across ShapeNet Categories
Computer Vision and Pattern Recognition · 2016
200
cited
Adaptive Affinity Fields for Semantic Segmentation
European Conference on Computer Vision · 2018
194
cited
Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression
IEEE International Conference on Computer Vision · 2015
191
cited
Better than real: Complex-valued neural nets for MRI fingerprinting
International Conference on Information Photonics · 2017
184
cited
FlowWeb: Joint image set alignment by weaving consistent, pixel-wise correspondences
Computer Vision and Pattern Recognition · 2015
164
cited
SegSort: Segmentation by Discriminative Sorting of Segments
IEEE International Conference on Computer Vision · 2019
158
cited
Improving Generalization via Scalable Neighborhood Component Analysis
European Conference on Computer Vision · 2018
152
cited
Open Compound Domain Adaptation
Computer Vision and Pattern Recognition · 2019
141
cited
Convolutional Random Walk Networks for Semantic Image Segmentation
Computer Vision and Pattern Recognition · 2016
136
cited
Debiased Learning from Naturally Imbalanced Pseudo-Labels
Computer Vision and Pattern Recognition · 2022
135
cited
Insights and approaches using deep learning to classify wildlife
Scientific Reports · 2019
118
cited
Concurrent Object Recognition and Segmentation by Graph Partitioning
Neural Information Processing Systems · 2002
116
cited
Grouping with Bias
Neural Information Processing Systems · 2001
110
cited
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