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Provably Convergent Algorithms for Solving Inverse Problems Using Generative Models


May 13, 2021
Viraj Shah, Rakib Hyder, M. Salman Asif, Chinmay Hegde

* arXiv admin note: text overlap with arXiv:1810.03587, arXiv:1802.08406 

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Solving Phase Retrieval with a Learned Reference


Jul 29, 2020
Rakib Hyder, Zikui Cai, M. Salman Asif

* Accepted to ECCV 2020. Code is available at https://github.com/CSIPlab/learnPR_reference 

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Non-Adversarial Video Synthesis with Learned Priors


Apr 17, 2020
Abhishek Aich, Akash Gupta, Rameswar Panda, Rakib Hyder, M. Salman Asif, Amit K. Roy-Chowdhury

* Accepted to CVPR 2020 

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Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase Retrieval


Mar 07, 2019
Rakib Hyder, Viraj Shah, Chinmay Hegde, M. Salman Asif

* Published in ICASSP 2019 

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Generative Models for Low-Rank Video Representation and Reconstruction


Feb 25, 2019
Rakib Hyder, M. Salman Asif


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