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Ayan Sinha
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Lensless computational imaging through deep learning
A Sinha, J Lee, S Li, G Barbastathis
Optica 4 (9), 1117-1125, 2017
5052017
Deep learning 3D shape surfaces using geometry images
A Sinha, J Bai, K Ramani
European conference on computer vision, 223-240, 2016
3142016
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
2802018
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
1882016
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
1652017
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
1232008
Atlas: End-to-end 3d scene reconstruction from posed images
Z Murez, T As, J Bartolozzi, A Sinha, V Badrinarayanan, A Rabinovich
European conference on computer vision, 414-431, 2020
742020
Deconvolving feedback loops in recommender systems
A Sinha, DF Gleich, K Ramani
Advances in neural information processing systems 29, 2016
652016
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
632015
Method and system for hand pose detection
A Sinha, C Choi, JH Choi, K Ramani
US Patent 10,318,008, 2019
502019
Uncertainty management in the design of multiscale systems
A Sinha, N Bera, JK Allen, JH Panchal, F Mistree
Journal of Mechanical Design 135 (1), 2013
322013
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
272018
Gradient adversarial training of neural networks
A Sinha, Z Chen, V Badrinarayanan, A Rabinovich
arXiv preprint arXiv:1806.08028, 2018
262018
Deltas: Depth estimation by learning triangulation and densification of sparse points
A Sinha, Z Murez, J Bartolozzi, V Badrinarayanan, A Rabinovich
European Conference on Computer Vision, 104-121, 2020
222020
Multi‐Scale Kernels Using Random Walks
A Sinha, K Ramani
Computer Graphics Forum 33 (1), 164-177, 2014
142014
Quantitative phase microscopy using deep neural networks
S Li, A Sinha, J Lee, G Barbastathis
Quantitative Phase Imaging IV 10503, 167-175, 2018
82018
Solving inverse problems using residual neural networks
A Sinha, J Lee, S Li, G Barbastathis
Digital Holography and Three-Dimensional Imaging, W1A. 3, 2017
52017
Microstructure-Mediated Integration of Material and Product Design: Undersea Submersible
A Sinha, M Chakraborty, S Ghosh, CS Kumar, JH Panchal, JK Allen, ...
International Design Engineering Technical Conferences and Computers and …, 2009
52009
Hand pose estimation
P Chidananda, AT Sinha, ASS Rao, DB Lee, A Rabinovich
US Patent App. 16/879,736, 2020
42020
Gauss’s law for networks directly reveals community boundaries
A Sinha, DF Gleich, K Ramani
Scientific reports 8 (1), 1-10, 2018
42018
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