Ayan Sinha

Computer Science · Physical Sciences

15h-index2.2kcitations34works0.02yr avg
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Research Topics

Advanced Vision and Imaging(5), Robotics and Sensor-Based Localization(4), Computer Graphics and Visualization Techniques(4), Optical measurement and interference techniques(4), 3D Shape Modeling and Analysis(4)

Publications34 total

GraphMatch: Fusing Language and Graph Representations in a Dynamic Two-Sided Work Marketplace
arXiv (Cornell University)·2025Open Access
DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications
2025Open Access
Establishment of airway tolerance in early life to inhaled house dust mite involves mitochondrial H2O2
The Journal of Immunology·2020· 1 cited
Depth Estimation by Learning Triangulation and Densification of Sparse Points for Multi-view Stereo
arXiv (Cornell University)·2020· 2 citedOpen Access
DELTAS: Depth Estimation by Learning Triangulation And densification of\n Sparse points
arXiv (Cornell University)·2020Open Access
DELTAS: Depth Estimation by Learning Triangulation and Densification of Sparse Points
Lecture notes in computer science·2020· 3 citedOpen Access
Atlas: End-to-End 3D Scene Reconstruction from Posed Images
Lecture notes in computer science·2020· 19 citedOpen Access
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training\n for Embedded Devices
arXiv (Cornell University)·2019· 2 citedOpen Access
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices
arXiv (Cornell University)·2019Open Access
Deep Learning 3D Shapes Using Alt-az Anisotropic 2-Sphere Convolution
International Conference on Learning Representations·2018· 25 cited
Gauss’s law for networks directly reveals community boundaries
Scientific Reports·2018· 4 citedOpen Access
Imaging through glass diffusers using densely connected convolutional networks
Optica·2018· 412 citedOpen Access
Gradient Adversarial Training of Neural Networks
arXiv (Cornell University)·2018· 19 citedOpen Access
Quantitative phase microscopy using deep neural networks
2018· 6 cited
Cell imaging by phase extraction neural network (PhENN)
2018
Imaging through glass diffusers using densely connected convolutional networks
arXiv (Cornell University)·2017· 23 citedOpen Access
Lensless computational imaging through deep learning
Optica·2017· 676 citedOpen Access
Severe asthma in humans and mouse model suggests a CXCL10 signature underlies corticosteroid-resistant Th1 bias
JCI Insight·2017· 134 citedOpen Access
SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks
2017· 175 cited
SurfNet: Generating 3D shape surfaces using deep residual networks
arXiv (Cornell University)·2017· 27 citedOpen Access
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Frequent Co-authors

Andrew Rabinovich(9), Justin Lee(7), George Barbastathis(7), Karthik Ramani(6), Janet K. Allen(6), Farrokh Mistree(6), Vijay Badrinarayanan(5), Shuai Li(4), Jitesh H. Panchal(4), Zak Murez(4), James Bartolozzi(4), Chiho Choi(3), Mo Deng(2), Asim Unmesh(2), Qixing Huang(2), Karthik Ramani(2), Prabir Ray(2), Anuradha Ray(2), David F. Gleich(2), Shuai Li(2)