ExSample: Efficient Searches on Video Repositories through Adaptive Sampling

Author:

Moll Oscar1,Bastani Favyen1,Madden Sam1,Stonebraker Mike1,Gadepally Vijay2,Kraska Tim1

Affiliation:

1. MIT CSAIL,Cambridge,MA,USA

2. MIT Lincoln Laboratory,Lexington,MA,USA

Publisher

IEEE

Reference37 articles.

1. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and 0. 5 mb model size;iandola;ArXiv Preprint,2016

2. MobileNets: Efficient convolutional neural networks for mobile vision applications;howard;CoRR,2017

3. Learning network size while training with ShrinkNets;leclerc;The Conference on Systems and Machine Learning,2018

4. Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding;han;International Conference on Learning Representations,2016

5. Deep Feature Flow for Video Recognition

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