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Self-Supervised Approach to Addressing Zero-Shot Learning Problem



Ademola Okerinde , Sam Hoggatt , Divya Vani Lakkireddy , Nolan Brubaker , William Hsu , Lior Shamir , Brian Spiesman

* The 4th International Conference on Computing and Data Science (CONF-CDS 2022) 

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Systematic biases when using deep neural networks for annotating large catalogs of astronomical images



Sanchari Dhar , Lior Shamir

* A&C, accepted 

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eGAN: Unsupervised approach to class imbalance using transfer learning



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



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



Lior Shamir

* MNRAS, accepted 

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



Hunter Goddard , Lior Shamir

* ApJS, accepted 

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Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era



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



Fan Wei , Yuan Li , Lior Shamir


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Combining human and machine learning for morphological analysis of galaxy images



Evan Kuminski , Joe George , John Wallin , Lior Shamir

* PASP, accepted 

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