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Blind Modulo Analog-to-Digital Conversion of Vector Processes


Oct 12, 2021
Amir Weiss, Everest Huang, Or Ordentlich, Gregory W. Wornell

* arXiv admin note: substantial text overlap with arXiv:2108.08937 

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What You Can Learn by Staring at a Blank Wall


Aug 30, 2021
Prafull Sharma, Miika Aittala, Yoav Y. Schechner, Antonio Torralba, Gregory W. Wornell, William T. Freeman, Fredo Durand


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Blind Modulo Analog-to-Digital Conversion


Aug 19, 2021
Amir Weiss, Everest Huang, Or Ordentlich, Gregory W. Wornell


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On Learning Continuous Pairwise Markov Random Fields


Oct 28, 2020
Abhin Shah, Devavrat Shah, Gregory W. Wornell


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Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization


Dec 05, 2019
Miika Aittala, Prafull Sharma, Lukas Murmann, Adam B. Yedidia, Gregory W. Wornell, William T. Freeman, Fredo Durand

* Aittala, Miika, et al. "Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization." Advances in Neural Information Processing Systems. 2019 
* 14 pages, 5 figures, Advances in Neural Information Processing Systems 2019 

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On Universal Features for High-Dimensional Learning and Inference


Nov 20, 2019
Shao-Lun Huang, Anuran Makur, Gregory W. Wornell, Lizhong Zheng


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An Information Theoretic Interpretation to Deep Neural Networks


May 16, 2019
Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng, Gregory W. Wornell

* Accepted to ISIT 2019 

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