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Heterogeneous Bitwidth Binarization in Convolutional Neural Networks


Oct 31, 2018
Josh Fromm, Shwetak Patel, Matthai Philipose

* NIPS 2018 camera ready update 

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Focus: Querying Large Video Datasets with Low Latency and Low Cost


Jan 10, 2018
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodik, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu


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Fast Video Classification via Adaptive Cascading of Deep Models


Jul 02, 2017
Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy

* Accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 

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Do Deep Convolutional Nets Really Need to be Deep and Convolutional?


Mar 04, 2017
Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Ozlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matt Richardson


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Blending LSTMs into CNNs


Sep 14, 2016
Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Ozlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton


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