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Elad Eban

Hebrew University

Multiple Networks are More Efficient than One: Fast and Accurate Models via Ensembles and Cascades

Dec 03, 2020
Xiaofang Wang, Dan Kondratyuk, Kris M. Kitani, Yair Movshovitz-Attias, Elad Eban

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Neighbourhood Distillation: On the benefits of non end-to-end distillation

Oct 08, 2020
Laëtitia Shao, Max Moroz, Elad Eban, Yair Movshovitz-Attias

* 16 pages, 8 figures. Update acknowledgements and fix typos 

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Fine-Grained Stochastic Architecture Search

Jun 17, 2020
Shraman Ray Chaudhuri, Elad Eban, Hanhan Li, Max Moroz, Yair Movshovitz-Attias

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Sky Optimization: Semantically aware image processing of skies in low-light photography

Jun 15, 2020
Orly Liba, Longqi Cai, Yun-Ta Tsai, Elad Eban, Yair Movshovitz-Attias, Yael Pritch, Huizhong Chen, Jonathan T. Barron

* Published in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. 2020 

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Computationally Efficient Neural Image Compression

Dec 18, 2019
Nick Johnston, Elad Eban, Ariel Gordon, Johannes Ballé

* In submission to a conference 

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Structured Multi-Hashing for Model Compression

Nov 25, 2019
Elad Eban, Yair Movshovitz-Attias, Hao Wu, Mark Sandler, Andrew Poon, Yerlan Idelbayev, Miguel A. Carreira-Perpinan

* Elad and Yair contributed equally to the paper. They jointly proposed the idea of structured-multi-hashing. Elad: Wrote most of the code and ran most of the experiments Yair: Main contributor to the manuscript Hao: Coding and experiments Yerlan: Coding and experiments Miguel: advised Yerlan about optimization and model compression Mark:experiments Andrew: experiments 

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Seq2Slate: Re-ranking and Slate Optimization with RNNs

Oct 04, 2018
Irwan Bello, Sayali Kulkarni, Sagar Jain, Craig Boutilier, Ed Chi, Elad Eban, Xiyang Luo, Alan Mackey, Ofer Meshi

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MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks

Apr 17, 2018
Ariel Gordon, Elad Eban, Ofir Nachum, Bo Chen, Hao Wu, Tien-Ju Yang, Edward Choi

* Added reproducibility and stability figures in the appendix, as well minor typos and clarifications to the main text 

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Constrained Classification and Ranking via Quantiles

Feb 28, 2018
Alan Mackey, Xiyang Luo, Elad Eban

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Learning Max-Margin Tree Predictors

Sep 26, 2013
Ofer Meshi, Elad Eban, Gal Elidan, Amir Globerson

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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Learning the Experts for Online Sequence Prediction

Jun 18, 2012
Elad Eban, Aharon Birnbaum, Shai Shalev-Shwartz, Amir Globerson

* ICML2012 

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