Sotabase

Career

· Associate Professor, UC Irvine2026–
· Associate Professor, Georgia Institute of Technology2025–
· Postdoctoral Researcher, Georgia Institute of Technology2016–
· PhD Student in Electrical Engineering and Computer Science, University of California, Berkeley2010–2015
· Research Scientist, Facebook AI Research
· Assistant Professor, Georgia Institute of Technology
· Research Scientist in Computer Vision and Machine Learning, Georgia Institute of Technology

Publications (115)

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
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
International Conference on Machine Learning · 2017
3,194
cited
Deep Domain Confusion: Maximizing for Domain Invariance
Computer Vision and Pattern Recognition · 2014
2,794
cited
Simultaneous Deep Transfer Across Domains and Tasks
IEEE International Conference on Computer Vision · 2015
1,400
cited
VisDA: The Visual Domain Adaptation Challenge
arXiv.org · 2017
892
cited
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation
arXiv.org · 2016
821
cited
Token Merging: Your ViT But Faster
International Conference on Learning Representations · 2022
753
cited
Cross Modal Distillation for Supervision Transfer
Computer Vision and Pattern Recognition · 2015
579
cited
Inferring and Executing Programs for Visual Reasoning
IEEE International Conference on Computer Vision · 2017
568
cited
LSDA: Large Scale Detection through Adaptation
Neural Information Processing Systems · 2014
337
cited
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
International Conference on Machine Learning · 2023
320
cited
Efficient Learning of Domain-invariant Image Representations
International Conference on Learning Representations · 2013
296
cited
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks
Neural Information Processing Systems · 2017
283
cited
TIDE: A General Toolbox for Identifying Object Detection Errors
European Conference on Computer Vision · 2020
253
cited
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
Neural Information Processing Systems · 2022
246
cited
Predictive Inequity in Object Detection
arXiv.org · 2019
237
cited
Learning to Balance Specificity and Invariance for In and Out of Domain Generalization
European Conference on Computer Vision · 2020
227
cited
Learning with Side Information through Modality Hallucination
Computer Vision and Pattern Recognition · 2016
221
cited
Clockwork Convnets for Video Semantic Segmentation
ECCV Workshops · 2016
207
cited
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