Jonathan Krause
Google (United States)(US)University of Oxford(GB)
Publications by Year
Research Areas
Retinal Imaging and Analysis, Advanced Image and Video Retrieval Techniques, Historical Studies and Socio-cultural Analysis, Advanced Neural Network Applications, Retinal Diseases and Treatments
Most-Cited Works
- → ImageNet Large Scale Visual Recognition Challenge(2015)39,678 cited
- → 3D Object Representations for Fine-Grained Categorization(2013)3,329 cited
- → Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy(2018)536 cited
- → How to Read Articles That Use Machine Learning(2019)506 cited
- → Fine-grained recognition without part annotations(2015)494 cited
- → Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States(2017)479 cited
- → Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy