Sotabase

Career

· Degree, University of California, Berkeley
· Researcher, University of California, Berkeley
· Lecturer, University of Colorado Boulder
· Scholar in Residence, University of Colorado Boulder
· Sr Research Associate, University of Colorado Boulder

Publications (32)

Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning
IEEE International Conference on Computer Vision · 2022
310
cited
Invariant Information Bottleneck for Domain Generalization
AAAI Conference on Artificial Intelligence · 2021
146
cited
DETReg: Unsupervised Pretraining with Region Priors for Object Detection
Computer Vision and Pattern Recognition · 2021
134
cited
Climate warming increases extreme daily wildfire growth risk in California
Nature · 2023
132
cited
Video digests: a browsable, skimmable format for informational lecture videos
ACM Symposium on User Interface Software and Technology · 2014
131
cited
Self-Supervised Pretraining Improves Self-Supervised Pretraining
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2021
129
cited
Region Similarity Representation Learning
IEEE International Conference on Computer Vision · 2021
125
cited
Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey
arXiv.org · 2020
119
cited
Apple Intelligence Foundation Language Models
arXiv.org · 2024
69
cited
SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning
Computer Vision and Pattern Recognition · 2020
54
cited
Scaling the Indian Buffet Process via Submodular Maximization
International Conference on Machine Learning · 2013
33
cited
Latent Dirichlet Allocation: Towards a Deeper Understanding
2012
31
cited
HyperionSolarNet: Solar Panel Detection from Aerial Images
arXiv.org · 2022
22
cited
Self-supervised Contrastive Learning for Irrigation Detection in Satellite Imagery
arXiv.org · 2021
19
cited
Multi-source Few-shot Domain Adaptation
arXiv.org · 2021
17
cited
Evaluating Self-Supervised Pretraining Without Using Labels
arXiv.org · 2020
10
cited
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
arXiv.org · 2022
7
cited
Semi‐supervised Eigenbasis novelty detection
Statistical analysis and data mining · 2013
6
cited
Classification of ASKAP VAST Radio Light Curves†
Proceedings of the International Astronomical Union · 2011
5
cited
Refine and Represent: Region-to-Object Representation Learning
arXiv.org · 2022
5
cited
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