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SqueezeBERT: What can computer vision teach NLP about efficient neural networks?

Jun 19, 2020
Forrest N. Iandola, Albert E. Shaw, Ravi Krishna, Kurt W. Keutzer

* 9 pages + appendix 

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SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

Nov 04, 2016
Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, William J. Dally, Kurt Keutzer

* In ICLR Format 

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Shallow Networks for High-Accuracy Road Object-Detection

Jun 05, 2016
Khalid Ashraf, Bichen Wu, Forrest N. Iandola, Mattthew W. Moskewicz, Kurt Keutzer

* 9 pages, 5 figures 

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FireCaffe: near-linear acceleration of deep neural network training on compute clusters

Jan 08, 2016
Forrest N. Iandola, Khalid Ashraf, Matthew W. Moskewicz, Kurt Keutzer

* Version 2: Added results on 128 GPUs 

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DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer

Oct 07, 2015
Forrest N. Iandola, Anting Shen, Peter Gao, Kurt Keutzer


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