Incremental Network Quantization: Towards Lossless CNNs with
Low-Precision Weights

Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights

10 February 2017

Papers citing "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"

14 / 464 papers shown

Title
WRPN: Wide Reduced-Precision Networks Asit K. Mishra Eriko Nurvitadhi Jeffrey J. Cook Debbie Marr MQ 28 266 0 04 Sep 2017
Learning Accurate Low-Bit Deep Neural Networks with Stochastic Quantization Yinpeng Dong Renkun Ni Jianguo Li Yurong Chen Jun Zhu Hang Su MQ 26 62 0 03 Aug 2017
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform Chaim Baskin Natan Liss Evgenii Zheltonozhskii A. Bronstein A. Mendelson GNN MQ 28 35 0 31 Jul 2017
Extremely Low Bit Neural Network: Squeeze the Last Bit Out with ADMM Cong Leng Hao Li Shenghuo Zhu R. L. Jin MQ 27 286 0 24 Jul 2017
Ternary Residual Networks Abhisek Kundu K. Banerjee Naveen Mellempudi Dheevatsa Mudigere Dipankar Das Bharat Kaul Pradeep Dubey 26 8 0 15 Jul 2017
Towards lightweight convolutional neural networks for object detection Dmitriy Anisimov T. Khanova ObjD 11 40 0 05 Jul 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun AI4TS 49 6,783 0 04 Jul 2017
ShiftCNN: Generalized Low-Precision Architecture for Inference of Convolutional Neural Networks Denis A. Gudovskiy Luca Rigazio MQ 19 52 0 07 Jun 2017
Training Quantized Nets: A Deeper Understanding Hao Li Soham De Zheng Xu Christoph Studer H. Samet Tom Goldstein MQ 17 209 0 07 Jun 2017
The High-Dimensional Geometry of Binary Neural Networks Alexander G. Anderson C. P. Berg MQ 27 75 0 19 May 2017
Ternary Neural Networks with Fine-Grained Quantization Naveen Mellempudi Abhisek Kundu Dheevatsa Mudigere Dipankar Das Bharat Kaul Pradeep Dubey MQ 16 111 0 02 May 2017
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations E. Agustsson Fabian Mentzer Michael Tschannen Lukas Cavigelli Radu Timofte Luca Benini Luc Van Gool MQ 24 480 0 03 Apr 2017
Efficient Processing of Deep Neural Networks: A Tutorial and Survey Vivienne Sze Yu-hsin Chen Tien-Ju Yang J. Emer AAML 3DV 36 2,991 0 27 Mar 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