Concepedia

Ayan Sinha

AS

14

Publications

1.9K

Citations

14

H-Index

2008

Active since

Affiliations

Purdue University West Lafayette(Current)

Massachusetts Institute of Technology

Moscow Institute of Thermal Technology

Singapore-MIT Alliance for Research and Technology

Indian Institute of Technology Kharagpur

Ayan Sinha is an author at Purdue University West Lafayette specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningMachine VisionComputer VisionImage AnalysisRobot Learning3D Computer VisionComputational GeometryData Science

Publications per year

2008–2020

14

Publications

14

Lensless computational imaging through deep learning

Ayan Sinha, Justin Lee, Shuai Li et al. · Optica · 2017 · 675 citations · Full text

Imaging through glass diffusers using densely connected convolutional networks

Shuai Li, Mo Deng, Justin Lee et al. · Optica · 2018 · 412 citations · Full text

SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks

Ayan Sinha, Asim Unmesh, Qixing Huang et al. · 2017 · 175 citations

Geometric Learning, Engineering, Machine Learning +17

DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed with Deep Features

Ayan Sinha, Chiho Choi, Karthik Ramani · 2016 · 165 citations

Engineering, Machine Learning, Dexterous Manipulation +19

Severe asthma in humans and mouse model suggests a CXCL10 signature underlies corticosteroid-resistant Th1 bias

Marc Gauthier, Krishnendu Chakraborty, Timothy B. Oriss et al. · JCI Insight · 2017 · 134 citations · Full text

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