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Focused Quantization for Sparse CNNs
v1v2v3 (latest)

Focused Quantization for Sparse CNNs

7 March 2019
Yiren Zhao
Xitong Gao
Daniel Bates
Robert D. Mullins
Chengzhong Xu
    MQ
ArXiv (abs)PDFHTML

Papers citing "Focused Quantization for Sparse CNNs"

13 / 13 papers shown
Title
Deep Lookup Network
Deep Lookup NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Yulan Guo
Longguang Wang
Wendong Mao
Xiaoyu Dong
Yingqian Wang
Li Liu
W. An
85
0
0
17 Sep 2025
MinUn: Accurate ML Inference on Microcontrollers
MinUn: Accurate ML Inference on MicrocontrollersACM SIGPLAN Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES), 2022
Shikhar Jaiswal
R. Goli
Aayan Kumar
Vivek Seshadri
Rahul Sharma
257
5
0
29 Oct 2022
Training Deep Neural Networks with Joint Quantization and Pruning of
  Weights and Activations
Training Deep Neural Networks with Joint Quantization and Pruning of Weights and Activations
Xinyu Zhang
Ian Colbert
Ken Kreutz-Delgado
Srinjoy Das
MQ
246
12
0
15 Oct 2021
Rapid Model Architecture Adaption for Meta-Learning
Rapid Model Architecture Adaption for Meta-LearningNeural Information Processing Systems (NeurIPS), 2021
Yiren Zhao
Xitong Gao
Ilia Shumailov
Nicolò Fusi
Robert D. Mullins
213
6
0
10 Sep 2021
Dynamic Probabilistic Pruning: A general framework for
  hardware-constrained pruning at different granularities
Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularitiesIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
L. Gonzalez-Carabarin
Iris A. M. Huijben
Bastian Veeling
A. Schmid
Ruud J. G. van Sloun
120
14
0
26 May 2021
Methods for Pruning Deep Neural Networks
Methods for Pruning Deep Neural NetworksIEEE Access (IEEE Access), 2020
S. Vadera
Salem Ameen
3DPC
210
165
0
31 Oct 2020
BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods
  to Deep Binary Model
BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods to Deep Binary Model
Junjie Liu
Dongchao Wen
Deyu Wang
Wei Tao
Tse-Wei Chen
Kinya Osa
Masami Kato
MQ
132
1
0
29 Sep 2020
Learned Low Precision Graph Neural Networks
Learned Low Precision Graph Neural Networks
Yiren Zhao
Duo Wang
Daniel Bates
Robert D. Mullins
M. Jamnik
Pietro Lio
GNN
153
38
0
19 Sep 2020
AUSN: Approximately Uniform Quantization by Adaptively Superimposing
  Non-uniform Distribution for Deep Neural Networks
AUSN: Approximately Uniform Quantization by Adaptively Superimposing Non-uniform Distribution for Deep Neural Networks
Fangxin Liu
Wenbo Zhao
Yanzhi Wang
Changzhi Dai
Li Jiang
MQ
134
4
0
08 Jul 2020
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting
Xiaohan Ding
Tianxiang Hao
Jianchao Tan
Ji Liu
Jungong Han
Yuchen Guo
Guiguang Ding
213
194
0
07 Jul 2020
Neural Network Activation Quantization with Bitwise Information
  Bottlenecks
Neural Network Activation Quantization with Bitwise Information Bottlenecks
Xichuan Zhou
Kui Liu
Cong Shi
Haijun Liu
Ji Liu
MQ
93
1
0
09 Jun 2020
LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network
  Inference
LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network InferenceIEEE transactions on computers (IEEE Trans. Comput.), 2019
Erwei Wang
James J. Davis
P. Cheung
George A. Constantinides
MQ
153
53
0
24 Oct 2019
Automatic Generation of Multi-precision Multi-arithmetic CNN
  Accelerators for FPGAs
Automatic Generation of Multi-precision Multi-arithmetic CNN Accelerators for FPGAsInternational Conference on Field-Programmable Technology (ICFPT), 2019
Yiren Zhao
Xitong Gao
Xuan Guo
Junyi Liu
Erwei Wang
Robert D. Mullins
P. Cheung
George A. Constantinides
Chengzhong Xu
MQ
93
31
0
21 Oct 2019
1