SquishedNets: Squishing SqueezeNet further for edge device scenarios via
deep evolutionary synthesis

SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis

20 November 2017

Papers citing "SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis"

10 / 10 papers shown

Title
Exploring the Imposition of Synaptic Precision Restrictions For Evolutionary Synthesis of Deep Neural Networks M. Shafiee Francis Li A. Wong 57 4 0 01 Jul 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,832 0 17 Apr 2017
Fixed-point optimization of deep neural networks with adaptive step size retraining Sungho Shin Yoonho Boo Wonyong Sung MQ 100 34 0 27 Feb 2017
Two-Bit Networks for Deep Learning on Resource-Constrained Embedded Devices Wenjia Meng Zonghua Gu Ming Zhang Zhaohui Wu 46 36 0 02 Jan 2017
Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection Penghang Yin Shuai Zhang Y. Qi Jack Xin MQ 142 42 0 19 Dec 2016
Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding M. Shafiee A. Wong 48 23 0 06 Sep 2016
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks M. Shafiee A. Mishra A. Wong 49 44 0 14 Jun 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 164 4,356 0 16 Mar 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 145 7,482 0 24 Feb 2016
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 206 2,985 0 02 Nov 2015