Jonathan Krause
According to our database1,
Jonathan Krause
authored at least 29 papers
between 2011 and 2024.
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Bibliography
2024
2023
Domain-specific optimization and diverse evaluation of self-supervised models for histopathology.
CoRR, 2023
2022
Proceedings of the IEEE International Solid-State Circuits Conference, 2022
2020
Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation.
CoRR, 2020
2019
Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program.
npj Digit. Medicine, 2019
Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program.
npj Digit. Medicine, 2019
2018
CoRR, 2018
Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program.
CoRR, 2018
Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
2017
Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States.
Proc. Natl. Acad. Sci. USA, 2017
Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy.
CoRR, 2017
Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US.
CoRR, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Hedging your bets: Optimizing accuracy-specificity trade-offs in large scale visual recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the British Machine Vision Conference, 2012
2011
Demo abstract, the next big one: Detecting earthquakes and other rare events from community-based sensors.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011
The next big one: Detecting earthquakes and other rare events from community-based sensors.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011