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Picture for Lior Shamir

eGAN: Unsupervised approach to class imbalance using transfer learning


Apr 09, 2021
Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis, Nasik Nafi

* 10 pages 

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AdeNet: Deep learning architecture that identifies damaged electrical insulators in power lines


Mar 02, 2021
Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis

* 4th Black in AI Workshop of the International Confererence on Neural Information Processing Systems (NeurIPS BAI 2020) 

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Automatic identification of outliers in Hubble Space Telescope galaxy images


Jan 07, 2021
Lior Shamir

* MNRAS, accepted 

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A catalog of broad morphology of Pan-STARRS galaxies based on deep learning


Oct 12, 2020
Hunter Goddard, Lior Shamir

* ApJS, accepted 

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Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era


Nov 05, 2019
Brian Nord, Andrew J. Connolly, Jamie Kinney, Jeremy Kubica, Gautaum Narayan, Joshua E. G. Peek, Chad Schafer, Erik J. Tollerud, Camille Avestruz, G. Jogesh Babu, Simon Birrer, Douglas Burke, João Caldeira, Douglas A. Caldwell, Joleen K. Carlberg, Yen-Chi Chen, Chuanfei Dong, Eric D. Feigelson, V. Zach Golkhou, Vinay Kashyap, T. S. Li, Thomas Loredo, Luisa Lucie-Smith, Kaisey S. Mandel, J. R. Martínez-Galarza, Adam A. Miller, Priyamvada Natarajan, Michelle Ntampaka, Andy Ptak, David Rapetti, Lior Shamir, Aneta Siemiginowska, Brigitta M. Sipőcz, Arfon M. Smith, Nhan Tran, Ricardo Vilalta, Lucianne M. Walkowicz, John ZuHone

* arXiv admin note: substantial text overlap with arXiv:1905.05116 

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Computer Analysis of Architecture Using Automatic Image Understanding


Oct 17, 2018
Fan Wei, Yuan Li, Lior Shamir


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Combining human and machine learning for morphological analysis of galaxy images


Sep 28, 2014
Evan Kuminski, Joe George, John Wallin, Lior Shamir

* PASP, accepted 

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