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1911.09464
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Quantization Networks
Computer Vision and Pattern Recognition (CVPR), 2019
21 November 2019
Jiwei Yang
Xu Shen
Jun Xing
Xinmei Tian
Houqiang Li
Bing Deng
Jianqiang Huang
Xiansheng Hua
MQ
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Papers citing
"Quantization Networks"
23 / 173 papers shown
High Throughput Matrix-Matrix Multiplication between Asymmetric Bit-Width Operands
Dibakar Gope
Jesse G. Beu
Matthew Mattina
179
6
0
03 Aug 2020
Key Frame Proposal Network for Efficient Pose Estimation in Videos
European Conference on Computer Vision (ECCV), 2020
Yuexi Zhang
Yin Wang
Mario Sznaier
Octavia Camps
159
40
0
30 Jul 2020
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks
European Conference on Computer Vision (ECCV), 2020
Hassan Dbouk
Hetul Sanghvi
M. Mehendale
Naresh R Shanbhag
MQ
139
9
0
19 Jul 2020
A General Family of Stochastic Proximal Gradient Methods for Deep Learning
Jihun Yun
A. Lozano
Eunho Yang
175
13
0
15 Jul 2020
Data-Efficient Ranking Distillation for Image Retrieval
Asian Conference on Computer Vision (ACCV), 2020
Zakaria Laskar
Arno Solin
VLM
164
4
0
10 Jul 2020
Convolutional neural networks compression with low rank and sparse tensor decompositions
Pavel Kaloshin
111
1
0
11 Jun 2020
HCM: Hardware-Aware Complexity Metric for Neural Network Architectures
Alex Karbachevsky
Chaim Baskin
Evgenii Zheltonozhskii
Yevgeny Yermolin
F. Gabbay
A. Bronstein
A. Mendelson
211
11
0
19 Apr 2020
Binary Neural Networks: A Survey
Pattern Recognition (Pattern Recognit.), 2020
Haotong Qin
Yazhe Niu
Xianglong Liu
Xiao Bai
Jingkuan Song
Andrii Zadaianchuk
MQ
286
533
0
31 Mar 2020
Improved Gradient based Adversarial Attacks for Quantized Networks
AAAI Conference on Artificial Intelligence (AAAI), 2020
Kartik Gupta
Thalaiyasingam Ajanthan
MQ
138
21
0
30 Mar 2020
Kernel Quantization for Efficient Network Compression
IEEE Access (IEEE Access), 2020
Zhongzhi Yu
Yemin Shi
Tiejun Huang
Yizhou Yu
MQ
135
5
0
11 Mar 2020
Generative Low-bitwidth Data Free Quantization
European Conference on Computer Vision (ECCV), 2020
Shoukai Xu
Haokun Li
Bohan Zhuang
Jing Liu
Jingyun Liang
Chuangrun Liang
Zhuliang Yu
MQ
228
145
0
07 Mar 2020
Robust Quantization: One Model to Rule Them All
Neural Information Processing Systems (NeurIPS), 2020
Moran Shkolnik
Brian Chmiel
Ron Banner
Gil Shomron
Yury Nahshan
A. Bronstein
U. Weiser
OOD
MQ
200
89
0
18 Feb 2020
BinaryDuo: Reducing Gradient Mismatch in Binary Activation Network by Coupling Binary Activations
International Conference on Learning Representations (ICLR), 2020
Hyungjun Kim
Kyungsu Kim
Jinseok Kim
Jae-Joon Kim
MQ
158
49
0
16 Feb 2020
SQWA: Stochastic Quantized Weight Averaging for Improving the Generalization Capability of Low-Precision Deep Neural Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Sungho Shin
Yoonho Boo
Wonyong Sung
MQ
134
4
0
02 Feb 2020
RPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural Networks
Lukas Cavigelli
Luca Benini
MQ
232
9
0
04 Jan 2020
Towards Unified INT8 Training for Convolutional Neural Network
Computer Vision and Pattern Recognition (CVPR), 2019
Feng Zhu
Yazhe Niu
F. Yu
Xianglong Liu
Yanfei Wang
Zhelong Li
Xiuqi Yang
Junjie Yan
MQ
225
174
0
29 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels
Computer Vision and Pattern Recognition (CVPR), 2019
Yinpeng Chen
Xiyang Dai
Xiyang Dai
Dongdong Chen
Lu Yuan
Zicheng Liu
352
1,155
0
07 Dec 2019
Loss Aware Post-training Quantization
Machine-mediated learning (ML), 2019
Yury Nahshan
Brian Chmiel
Chaim Baskin
Evgenii Zheltonozhskii
Ron Banner
A. Bronstein
A. Mendelson
MQ
341
185
0
17 Nov 2019
Ternary MobileNets via Per-Layer Hybrid Filter Banks
Dibakar Gope
Jesse G. Beu
Urmish Thakker
Matthew Mattina
MQ
162
15
0
04 Nov 2019
Adaptive Precision Training: Quantify Back Propagation in Neural Networks with Fixed-point Numbers
Xishan Zhang
Shaoli Liu
Rui Zhang
Yu Xie
Di Huang
...
Jiaming Guo
Yu Kang
Qi Guo
Zidong Du
Yunji Chen
MQ
130
8
0
01 Nov 2019
Mirror Descent View for Neural Network Quantization
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019
Thalaiyasingam Ajanthan
Kartik Gupta
Juil Sock
Leonid Sigal
P. Dokania
MQ
242
27
0
18 Oct 2019
CAT: Compression-Aware Training for bandwidth reduction
Journal of machine learning research (JMLR), 2019
Chaim Baskin
Brian Chmiel
Evgenii Zheltonozhskii
Ron Banner
A. Bronstein
A. Mendelson
MQ
153
12
0
25 Sep 2019
Forward and Backward Information Retention for Accurate Binary Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2019
Haotong Qin
Yazhe Niu
Xianglong Liu
Mingzhu Shen
Ziran Wei
F. Yu
Jingkuan Song
MQ
393
368
0
24 Sep 2019
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