Concepedia

Colorado Reed

CR

Statistics

Publications

12

Citations

895

H-Index

10

Active since

2011

Affiliations

University of California, Berkeley(Current)

Berkeley College

Colorado Reed is an author at University of California, Berkeley specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputer ScienceImage AnalysisMachine VisionComputer VisionFew-shot LearningKnowledge Discovery

Publications per year

2011–2023

12

Publications

12

Climate warming increases extreme daily wildfire growth risk in California

Patrick T. Brown, Holt Hanley, Ankur Mahesh et al. · Nature · 2023 · 183 citations

Climate Impact, Engineering, Geography +5

Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning

Colorado Reed, Ritwik Gupta, Shufan Li et al. · 2023 · 151 citations

Pretraining Method, Geometric Learning, Convolutional Neural Network +19

DETReg: Unsupervised Pretraining with Region Priors for Object Detection

Amir Bar, Xin Wang, Vadim Kantorov et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 129 citations

Few-shot Learning, Scene Analysis, Image Analysis +15

Amy Pavel, Colorado Reed, Björn Hartmann et al. · 2014 · 106 citations · Full text

Natural Language Processing, Video Digest, Engineering +15

Self-Supervised Pretraining Improves Self-Supervised Pretraining

Colorado Reed, Xiangyu Yue, Ani Nrusimha et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 99 citations

Artificial Intelligence, Few-shot Learning, Training System +21

1–5 of 12