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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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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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Synthetic Depth-of-Field with a Single-Camera Mobile Phone

Jun 11, 2018
Neal Wadhwa, Rahul Garg, David E. Jacobs, Bryan E. Feldman, Nori Kanazawa, Robert Carroll, Yair Movshovitz-Attias, Jonathan T. Barron, Yael Pritch, Marc Levoy

* Accepted to SIGGRAPH 2018. Basis for Portrait Mode on Google Pixel 2 and Pixel 2 XL 

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No Fuss Distance Metric Learning using Proxies

Aug 01, 2017
Yair Movshovitz-Attias, Alexander Toshev, Thomas K. Leung, Sergey Ioffe, Saurabh Singh

* To be presented in ICCV 2017 

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How useful is photo-realistic rendering for visual learning?

Sep 08, 2016
Yair Movshovitz-Attias, Takeo Kanade, Yaser Sheikh

* Published in GMDL 2016 In conjunction with ECCV 2016 

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