Ayan Sinha

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Citations	2962	2421
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Karthik RamaniDonald W. Feddersen Distinguished Professor of Mechanical EngineeringVerified email at purdue.edu
George BarbastathisProfessor of Mechanical Engineering, Massachusetts Institute of TechnologyVerified email at mit.edu
Chiho ChoiSr. Staff ML Engineer, Samsung DSRAVerified email at samsung.com
Shuai LiMassachusetts Institute of TechnologyVerified email at mit.edu
Andrew RabinovichVPII, Head of AI, UpworkVerified email at upwork.com
Vijay BadrinarayananVP of AI, Wayve, Mountain View, CAVerified email at wayve.ai
Joon Hee ChoiSamsung Semiconductor Inc.Verified email at samsung.com
Mo DengMITVerified email at mit.edu
Qixing HuangAssociate Professor of Computer Science, UT AustinVerified email at cs.utexas.edu
Asim UnmeshPurdue UniversityVerified email at purdue.edu
Farrokh MistreeProfessor of Mechanical Engineering. University of Oklahoma, Norman.Verified email at ou.edu
Janet K. AllenProfessor. Industrial and Systems Engineering.Verified email at ou.edu
David GleichPurdue UniversityVerified email at purdue.edu
Jitesh H. PanchalSchool of Mechanical Engineering, Purdue University, West Lafayette, INVerified email at purdue.edu
Tarrence van AsMagic LeapVerified email at magicleap.com
Zhao ChenDirector of AI/ML at UpworkVerified email at upwork.com
Nimai C. NayakProfessor in Chemistry;Siksha 'O' Anusandhan(Deemed to be University)Verified email at soa.ac.in
Sujin JangPrincipal Researcher, SAIT (Samsung Advanced Institute of Technology)Verified email at samsung.com
Fupin YaoUniversity of SurreyVerified email at surrey.ac.uk
Min LiuProfessorVerified email at geo.ecnu.edu.cn

Ayan Sinha

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3D Computer Vision Computational Engineering Deep Learning Geometric Modeling and Analysis Machine Learning


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Lensless computational imaging through deep learning A Sinha, J Lee, S Li, G Barbastathis Optica 4 (9), 1117-1125, 2017	734	2017
Imaging through glass diffusers using densely connected convolutional networks S Li, M Deng, J Lee, A Sinha, G Barbastathis Optica 5 (7), 803-813, 2018	420	2018
Deep learning 3D shape surfaces using geometry images A Sinha, J Bai, K Ramani Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016	397	2016
Atlas: End-to-end 3d scene reconstruction from posed images Z Murez, T Van As, J Bartolozzi, A Sinha, V Badrinarayanan, ... Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020	272	2020
Deephand: Robust hand pose estimation by completing a matrix imputed with deep features A Sinha, C Choi, K Ramani Proceedings of the IEEE conference on computer vision and pattern …, 2016	216	2016
Surfnet: Generating 3d shape surfaces using deep residual networks A Sinha, A Unmesh, Q Huang, K Ramani Proceedings of the IEEE conference on computer vision and pattern …, 2017	208	2017
CO2-laser micromachining of PMMA: the effect of polymer molecular weight NC Nayak, YC Lam, CY Yue, AT Sinha Journal of micromechanics and microengineering 18 (9), 095020, 2008	136	2008
Method and system for hand pose detection A Sinha, C Choi, JH Choi, K Ramani US Patent 10,318,008, 2019	111	2019
Deconvolving feedback loops in recommender systems A Sinha, DF Gleich, K Ramani Advances in neural information processing systems 29, 2016	91	2016
A collaborative filtering approach to real-time hand pose estimation C Choi, A Sinha, JH Choi, S Jang, K Ramani Proceedings of the IEEE international conference on computer vision, 2336-2344, 2015	66	2015
Deep learning 3d shapes using alt-az anisotropic 2-sphere convolution M Liu, F Yao, C Choi, A Sinha, K Ramani International Conference on Learning Representations, 2018	49	2018
Deltas: Depth estimation by learning triangulation and densification of sparse points A Sinha, Z Murez, J Bartolozzi, V Badrinarayanan, A Rabinovich Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020	48	2020
Gradient adversarial training of neural networks A Sinha, Z Chen, V Badrinarayanan, A Rabinovich arXiv preprint arXiv:1806.08028, 2018	44	2018
Uncertainty management in the design of multiscale systems A Sinha, N Bera, JK Allen, JH Panchal, F Mistree Journal of Mechanical Design 135 (1), 011008, 2013	37	2013
Gradient adversarial training of neural networks AT Sinha, A Rabinovich, Z Chen, V Badrinarayanan US Patent 12,020,167, 2024	35	2024
Multi‐Scale Kernels Using Random Walks A Sinha, K Ramani Computer Graphics Forum 33 (1), 164-177, 2014	16	2014
Synchronous sporadic carcinoma and primary hyperplasia of the parathyroid glands: a case report and review of the literature S Sinha, A Sinha, GAD McPherson International Journal of Surgical Pathology 14 (4), 336-339, 2006	13	2006
Chronic sternal osteomyelitis complicating primary manubriosternal septic arthritis S Sinha, A Sinha, K Nagarajah, EL Oei, P Critchley, MA McNally Clinical rheumatology 25, 934-936, 2006	10	2006
Method and apparatus for generating two-dimensional image data describing a three-dimensional image AT Sinha, K Ramani US Patent 11,514,642, 2022	8	2022
Quantitative phase microscopy using deep neural networks S Li, A Sinha, J Lee, G Barbastathis Quantitative Phase Imaging IV 10503, 167-175, 2018	8	2018

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