Ayan Sinha
TitleCited byYear
Lensless computational imaging through deep learning
A Sinha, J Lee, S Li, G Barbastathis
Optica 4 (9), 1117-1125, 2017
1822017
Deep learning 3D shape surfaces using geometry images
A Sinha, J Bai, K Ramani
European Conference on Computer Vision, 223-240, 2016
1562016
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
1202016
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
942008
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
752018
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
732017
A collaborative filtering approach to real-time hand pose estimation
C Choi, A Sinha, J Hee Choi, S Jang, K Ramani
Proceedings of the IEEE international conference on computer vision, 2336-2344, 2015
492015
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
212013
Deconvolving feedback loops in recommender systems
A Sinha, DF Gleich, K Ramani
Advances in neural information processing systems, 3243-3251, 2016
162016
Multi‐Scale Kernels Using Random Walks
A Sinha, K Ramani
Computer Graphics Forum 33 (1), 164-177, 2014
122014
Gradient adversarial training of neural networks
A Sinha, Z Chen, V Badrinarayanan, A Rabinovich
arXiv preprint arXiv:1806.08028, 2018
52018
Microstructure-Mediated Integration of Material and Product Design: Undersea Submersible
A Sinha, M Chakraborty, S Ghosh, CS Kumar, JH Panchal, JK Allen, ...
ASME 2009 International Design Engineering Technical Conferences and …, 2009
52009
Deep learning 3d shapes using alt-az anisotropic 2-sphere convolution
M Liu, F Yao, C Choi, A Sinha, K Ramani
42018
Quantitative phase microscopy using deep neural networks
S Li, A Sinha, J Lee, G Barbastathis
Quantitative Phase Imaging IV 10503, 105032D, 2018
42018
Solving inverse problems using residual neural networks
A Sinha, J Lee, S Li, G Barbastathis
Digital Holography and Three-Dimensional Imaging, W1A. 3, 2017
42017
Managing uncertainty in multiscale systems via simulation model refinement
A Sinha, JH Panchal, JK Allen, F Mistree
ASME 2011 International Design Engineering Technical Conferences and …, 2011
32011
Integration of Sustainability Into Early Design through the Function Impact Matrix
M Liu, Y Cao, T Wang, S Kim, S Chidambaram, T Glenn, L Paredes, ...
Journal of Mechanical Design 132 (8), 1-8, 2010
22010
Gauss’s law for networks directly reveals community boundaries
A Sinha, DF Gleich, K Ramani
Scientific reports 8 (1), 1-10, 2018
12018
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed with Deep Features-Supplementary Material
A Sinha, C Choi, K Ramani
12016
Microstructure Mediated Design of Material and Product
A Sinha, JK Allen, J Panchal, F Mistree
Proceedings of the 2nd World Congress on Integrated Computational Materials …, 2013
12013
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Articles 1–20