Jonathan Krause

发表

Demo abstract, the next big one: Detecting earthquakes and other rare events from community-based sensors

Andreas Krause, K. Mani Chandy, Matthew Faulkner, 2011, Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks.

The next big one: Detecting earthquakes and other rare events from community-based sensors

Andreas Krause, K. Mani Chandy, Matthew Faulkner, 2011, Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks.

Fine-Grained Car Detection for Visual Census Estimation

Jonathan Krause, Timnit Gebru, Li Fei-Fei, 2017, AAAI.

Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks

Jonathan Krause, Li Fei-Fei, Arnold Milstein, 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs.

Jonathan Krause, Mike Schaekermann, Yun Liu, 2019, Ophthalmology (Rochester, Minn.).

Hedging your bets: Optimizing accuracy-specificity trade-offs in large scale visual recognition

Jonathan Krause, Fei-Fei Li, Alexander C. Berg, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Early Trench Tactics in the French Army: The Second Battle of Artois, May-June 1915

Jonathan Krause, J. Krause, 2013 .

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States pdf

Jonathan Krause, Timnit Gebru, Li Fei-Fei, 2017, Proceedings of the National Academy of Sciences.

Fine-Grained Categorization for 3D Scene Understanding

James J. Little, Bernt Schiele, Jonathan Krause, 2012, BMVC.

Deep Learning to Assess Glaucoma Risk and Associated Features in Fundus Images pdf

Jonathan Krause, Felipe A. Medeiros, Gregory S. Corrado, 2018, ArXiv.

A Hierarchical Approach for Generating Descriptive Image Paragraphs

Jonathan Krause, Li Fei-Fei, Ranjay Krishna, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Remote Tool-Based Adjudication for Grading Diabetic Retinopathy

Jonathan Krause, Edith Law, Mike Schaekermann, 2019, Translational vision science & technology.

ImageNet Large Scale Visual Recognition Challenge

Michael S. Bernstein, Hao Su, Jonathan Krause, 2014, International Journal of Computer Vision.

Leveraging the Wisdom of the Crowd for Fine-Grained Recognition

Jonathan Krause, Fei-Fei Li, Michael Stark, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Collecting a Large-scale Dataset of Fine-grained Cars

Jonathan Krause, Li Fei-Fei, Jia Deng, 2013 .

Scalable Annotation of Fine-Grained Categories Without Experts

Jonathan Krause, Fei-Fei Li, Timnit Gebru, 2017, CHI.

Fine-Grained Crowdsourcing for Fine-Grained Recognition

Jonathan Krause, Fei-Fei Li, Jia Deng, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy

Jonathan Krause, Gregory S. Corrado, Dale R. Webster, 2017, Ophthalmology.

Scalable multi-label annotation

Michael S. Bernstein, Jonathan Krause, Fei-Fei Li, 2014, CHI.

3D Object Representations for Fine-Grained Categorization

Jonathan Krause, Li Fei-Fei, Michael Stark, 2013, 2013 IEEE International Conference on Computer Vision Workshops.

The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition

Jonathan Krause, Li Fei-Fei, Benjamin Sapp, 2015, ECCV.

Foch et l’Armée Britannique au Printemps 1915 = Foch and the British Army in Spring 1915

Jonathan Krause, J. Krause, 2010 .

Fine-grained recognition without part annotations

Jonathan Krause, Fei-Fei Li, Hailin Jin, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photos

Jonathan Krause, Felipe A. Medeiros, Mike Schaekermann, 2018 .

User’s Guide to the Medical Literature: How to Read Articles that use Machine Learning

Jonathan Krause, Yun Liu, Lily Peng, 2019 .

Scalable Annotation of Fine-Grained Objects Without Experts

Jonathan Krause, Timnit Gebru, Li Fei-Fei, 2017 .

Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program pdf

Jonathan Krause, Gregory S. Corrado, Sonia Phene, 2018, ArXiv.

Learning Features and Parts for Fine-Grained Recognition

Jonathan Krause, Fei-Fei Li, Timnit Gebru, 2014, 2014 22nd International Conference on Pattern Recognition.

Assisted reads for diabetic retinopathy using a deep learning algorithm and integrated gradient explanation

Ankur Taly, Jonathan Krause, Arunachalam Narayanaswamy, 2018 .

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

Jonathan Krause, Timnit Gebru, Li Fei-Fei, 2017, Proceedings of the National Academy of Sciences.

Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation pdf

Jonathan Krause, Sonia Phene, Rory Sayres, 2020, ArXiv.

Visual Census: Using Cars to Study People and Society

Jonathan Krause, Timnit Gebru, Li Fei-Fei, 2017 .