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Assessment of DeepONet for reliability analysis of stochastic nonlinear dynamical systems


Jan 31, 2022
Shailesh Garg, Harshit Gupta, Souvik Chakraborty

* 21 pages 

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End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data


Jul 07, 2021
Youssef S. G. Nashed, Frederic Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chuck Yoon, Daniel Ratner

* 13 pages, 4 figures 

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Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant


Jan 17, 2020
Shayan Aziznejad, Harshit Gupta, Joaquim Campos, Michael Unser


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Improving Document Classification with Multi-Sense Embeddings


Nov 18, 2019
Vivek Gupta, Ankit Saw, Pegah Nokhiz, Harshit Gupta, Partha Talukdar

* 8 Pages, 7 Figures, 12 Tables, under review at ECAI 2020 

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Time-Dependent Deep Image Prior for Dynamic MRI


Oct 03, 2019
Kyong Hwan Jin, Harshit Gupta, Jerome Yerly, Matthias Stuber, Michael Unser


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CNN-Based Projected Gradient Descent for Consistent Image Reconstruction


Sep 06, 2017
Harshit Gupta, Kyong Hwan Jin, Ha Q. Nguyen, Michael T. McCann, Michael Unser

* IEEE Transactions on Medical Imaging, vol. 37, no. 6, pp. 1440-1453, June 2018 

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