Jonathan Krause | DeepAI

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Featured Co-authors

Li Fei-Fei
125 publications
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46 publications
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Serena Yeung
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∙ 07/19/2022

Discovering novel systemic biomarkers in photos of the external eye

External eye photos were recently shown to reveal signs of diabetic reti...

12 Boris Babenko, et al. ∙

∙ 09/22/2020

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

As machine learning has become increasingly applied to medical imaging d...

28 Joy Hsu, et al. ∙

∙ 12/21/2018

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

Glaucoma is the leading cause of preventable, irreversible blindness wor...

22 Sonia Phene, et al. ∙

∙ 10/18/2018

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

Deep learning algorithms have been used to detect diabetic retinopathy (...

0 Paisan Raumviboonsuk, et al. ∙

∙ 02/24/2018

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

Five billion people in the world lack access to quality surgical care. S...

0 Amy Jin, et al. ∙

∙ 10/04/2017

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

Diabetic retinopathy (DR) and diabetic macular edema are common complica...

0 Jonathan Krause, et al. ∙

∙ 09/07/2017

Scalable Annotation of Fine-Grained Categories Without Experts

We present a crowdsourcing workflow to collect image annotations for vis...

0 Timnit Gebru, et al. ∙

∙ 09/07/2017

Fine-Grained Car Detection for Visual Census Estimation

Targeted socioeconomic policies require an accurate understanding of a c...

0 Timnit Gebru, et al. ∙

∙ 02/22/2017

Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US

The United States spends more than 1B each year on initiatives such as t...

0 Timnit Gebru, et al. ∙

∙ 11/20/2016

A Hierarchical Approach for Generating Descriptive Image Paragraphs

Recent progress on image captioning has made it possible to generate nov...

0 Jonathan Krause, et al. ∙

∙ 11/20/2015

The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition

Current approaches for fine-grained recognition do the following: First,...

0 Jonathan Krause, et al. ∙

∙ 09/01/2014

ImageNet Large Scale Visual Recognition Challenge

The ImageNet Large Scale Visual Recognition Challenge is a benchmark in ...

0 Olga Russakovsky, et al. ∙

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