v1v2v3v4 (latest)

XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

16 March 2016

Papers citing "XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks"

31 / 1,731 papers shown

Title
Fast Video Classification via Adaptive Cascading of Deep Models Haichen Shen Seungyeop Han Matthai Philipose Arvind Krishnamurthy 84 78 0 20 Nov 2016
Quantized neural network design under weight capacity constraint Sungho Shin Kyuyeon Hwang Wonyong Sung MQ 48 2 0 19 Nov 2016
The ZipML Framework for Training Models with End-to-End Low Precision: The Cans, the Cannots, and a Little Bit of Deep Learning Hantian Zhang Jerry Li Kaan Kara Dan Alistarh Ji Liu Ce Zhang MQ 84 20 0 16 Nov 2016
Designing Energy-Efficient Convolutional Neural Networks using Energy-Aware Pruning Tien-Ju Yang Yu-hsin Chen Vivienne Sze 3DV 182 742 0 16 Nov 2016
Hand Gesture Recognition for Contactless Device Control in Operating Rooms E. Nasr-Esfahani N. Karimi S. M. Reza Soroushmehr Mohammad Jafari M. A. Khorsandi S. Samavi Kayvan Najarian 22 15 0 13 Nov 2016
Computationally Efficient Target Classification in Multispectral Image Data with Deep Neural Networks Lukas Cavigelli Dominic Bernath Michele Magno Luca Benini 51 21 0 09 Nov 2016
Fixed-point Factorized Networks Peisong Wang Jian Cheng MQ 91 43 0 07 Nov 2016
Loss-aware Binarization of Deep Networks Lu Hou Quanming Yao James T. Kwok MQ 134 220 0 05 Nov 2016
Accelerating Deep Convolutional Networks using low-precision and sparsity Ganesh Venkatesh Eriko Nurvitadhi Debbie Marr 105 135 0 02 Oct 2016
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 255 1,875 0 22 Sep 2016
Ternary Neural Networks for Resource-Efficient AI Applications Hande Alemdar V. Leroy Adrien Prost-Boucle F. Pétrot 118 204 0 01 Sep 2016
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 301 3,713 0 31 Aug 2016
Recurrent Neural Networks With Limited Numerical Precision Joachim Ott Zhouhan Lin Yanzhe Zhang Shih-Chii Liu Yoshua Bengio MQ 121 77 0 24 Aug 2016
Local Binary Convolutional Neural Networks Felix Juefei Xu Vishnu Boddeti Marios Savvides MQ 87 253 0 22 Aug 2016
Local Feature Detectors, Descriptors, and Image Representations: A Survey Yusuke Uchida 146 14 0 28 Jul 2016
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 86 76 0 12 Jul 2016
Understanding the Energy and Precision Requirements for Online Learning Charbel Sakr Ameya D. Patil Sai Zhang Yongjune Kim Naresh R Shanbhag 40 3 0 03 Jul 2016
DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients Shuchang Zhou Yuxin Wu Zekun Ni Xinyu Zhou He Wen Yuheng Zou MQ 217 2,095 0 20 Jun 2016
YodaNN: An Architecture for Ultra-Low Power Binary-Weight CNN Acceleration Renzo Andri Lukas Cavigelli D. Rossi Luca Benini 112 196 0 17 Jun 2016
Structured Convolution Matrices for Energy-efficient Deep learning R. Appuswamy T. Nayak John V. Arthur S. K. Esser P. Merolla J. McKinstry T. Melano M. Flickner D. Modha 65 11 0 08 Jun 2016
Deep neural networks are robust to weight binarization and other non-linear distortions P. Merolla R. Appuswamy John V. Arthur S. K. Esser D. Modha OOD MQ 107 96 0 07 Jun 2016
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 95 127 0 20 May 2016
Ternary Weight Networks Fengfu Li Bin Liu Xiaoxing Wang Bo Zhang Junchi Yan MQ 137 526 0 16 May 2016
Hardware-oriented Approximation of Convolutional Neural Networks Philipp Gysel Mohammad Motamedi S. Ghiasi 140 310 0 11 Apr 2016
Binarized Neural Networks on the ImageNet Classification Task Xundong Wu Yong Wu Yong Zhao MQ 119 22 0 11 Apr 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 368 5,271 0 22 Dec 2015
Quantized Convolutional Neural Networks for Mobile Devices Jiaxiang Wu Cong Leng Yuhang Wang Qinghao Hu Jian Cheng MQ 201 1,170 0 21 Dec 2015
Fixed Point Quantization of Deep Convolutional Networks D. Lin S. Talathi V. Annapureddy MQ 146 818 0 19 Nov 2015
UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking Longyin Wen Dawei Du Zhaowei Cai Zhen Lei Ming-Ching Chang H. Qi Jongwoo Lim Ming-Hsuan Yang Siwei Lyu VOT 128 587 0 13 Nov 2015
Mining Mid-level Visual Patterns with Deep CNN Activations Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 119 54 0 21 Jun 2015
Computational Cost Reduction in Learned Transform Classifications E. Machado C. Miosso R. V. Borries Murilo Coutinho P. Berger Thiago Marques R. Jacobi 79 3 0 26 Apr 2015