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Varun Gulshan | Researchclopedia

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Varun Gulshan

19

Works

9,400

Citations

10

h-index

10

i10-index

Research Topics

Advanced Image and Video Retrieval Techniques Retinal Imaging and Analysis Domain Adaptation and Few-Shot Learning

Affiliations

Google (United States)2016–2023

University of Oxford2009–2011

Top Works

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan,Lily Peng,et al.

20167,267 citations

Multimodal Machine Learning Applications

Retinal Diseases and Treatments

Multiple kernels for object detection

Andrea Vedaldi,Varun Gulshan,et al.

2009766 citations

Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy

Jonathan Krause,Varun Gulshan,et al.

2018537 citations

Geodesic star convexity for interactive image segmentation

Varun Gulshan,Carsten Rother,et al.

2010410 citations

Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India

Varun Gulshan,Renu P. Rajan,et al.

2019286 citations

Humanising GrabCut: Learning to segment humans using the Kinect

Varun Gulshan,Victor Lempitsky,et al.

201145 citations

A Deep Learning Data Fusion Model Using Sentinel-1/2, SoilGrids, SMAP, and GLDAS for Soil Moisture Retrieval

Vishal Batchu,Grey Nearing,et al.

202326 citations

Who Said What: Modeling Individual Labelers Improves Classification

Melody Y. Guan,Varun Gulshan,et al.

201826 citations

Cross-modal distillation for flood extent mapping

Shubhika Garg,Ben Feinstein,et al.

202314 citations