Trained Ternary Quantization

Trained Ternary Quantization

4 December 2016

Song Han

Papers citing "Trained Ternary Quantization"

9 / 509 papers shown

Title
GXNOR-Net: Training deep neural networks with ternary weights and activations without full-precision memory under a unified discretization framework Lei Deng Peng Jiao Jing Pei Zhenzhi Wu Guoqi Li MQ 23 20 0 25 May 2017
Bayesian Compression for Deep Learning Christos Louizos Karen Ullrich Max Welling UQCV BDL 15 479 0 24 May 2017
The High-Dimensional Geometry of Binary Neural Networks Alexander G. Anderson C. P. Berg MQ 27 75 0 19 May 2017
Espresso: Efficient Forward Propagation for BCNNs Fabrizio Pedersoli George Tzanetakis Andrea Tagliasacchi MQ 13 13 0 19 May 2017
Ternary Neural Networks with Fine-Grained Quantization Naveen Mellempudi Abhisek Kundu Dheevatsa Mudigere Dipankar Das Bharat Kaul Pradeep Dubey MQ 11 111 0 02 May 2017
Towards thinner convolutional neural networks through Gradually Global Pruning Z. Wang Ce Zhu Zhiqiang Xia Qi Guo Yipeng Liu CVBM 9 4 0 29 Mar 2017
Efficient Processing of Deep Neural Networks: A Tutorial and Survey Vivienne Sze Yu-hsin Chen Tien-Ju Yang J. Emer AAML 3DV 36 2,988 0 27 Mar 2017
Mixed Low-precision Deep Learning Inference using Dynamic Fixed Point Naveen Mellempudi Abhisek Kundu Dipankar Das Dheevatsa Mudigere Bharat Kaul MQ 27 30 0 31 Jan 2017
Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection Penghang Yin Shuai Zhang Y. Qi Jack Xin MQ 54 41 0 19 Dec 2016