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浏览/检索结果:
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发表日期:2020
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EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 32, 期号: 0, 页码: 0
作者:
Ruan, Xiaofeng
;
Liu, Yufan
;
Yuan, Chunfeng
;
Li, Bing
;
Hu, Weiming
;
Li, Yangxi
;
Maybank, Stephen
Adobe PDF(3625Kb)
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浏览/下载:297/43
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提交时间:2021/06/17
Data-driven
low-rank decomposition
model compression and acceleration
structured pruning
Learning 3D Human Shape and Pose from Dense Body Parts
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 0, 期号: 0, 页码: 0
作者:
Zhang, Hongwen
;
Cao, Jie
;
Lu, Guo
;
Ouyang, Wanli
;
Sun, Zhenan
Adobe PDF(4759Kb)
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浏览/下载:193/45
  |  
提交时间:2021/06/16
3D human shape and pose estimation
decompose-and-aggregate network
position-aided rotation feature refinement
part-based dropout
CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words
期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
作者:
Yuan, Yong
;
Chen, Chen
;
Hu, Xiyuan
;
Peng, Silong
收藏
  |  
浏览/下载:278/0
  |  
提交时间:2021/03/08
entropy
image classification
learning (artificial intelligence)
neural nets
object detection
optimisation
quantisation (signal)
network structure
DNN
low-bit quantization
time-consuming training
compressor-based fast nonuniform quantization method
quantization model
post-training quantization methods
deep neural networks
network quantization
compressor-based nonuniform quantization
CNQ
Non-uniform quantization
Knowledge distillation
Unlabeled samples
Network compression
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:
Chen, Zhiqiang
;
Xu, Ting-Bing
;
Du, Changde
;
Liu, Cheng-Lin
;
He, Huiguang
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Adobe PDF(4352Kb)
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浏览/下载:279/64
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提交时间:2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.
FSA: A Fine-Grained Systolic Accelerator for Sparse CNNs
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 11, 页码: 3589-3600
作者:
Li, Fanrong
;
Li, Gang
;
Mo, Zitao
;
He, Xiangyu
;
Cheng, Jian
Adobe PDF(1906Kb)
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浏览/下载:327/58
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提交时间:2021/01/06
Accelerator
architecture
convolutional neural networks (CNNs)
sparsity
Bayesian Automatic Model Compression
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2020, 卷号: 14, 期号: 4, 页码: 727-736
作者:
Wang, Jiaxing
;
Bai, Haoli
;
Wu, Jiaxiang
;
Cheng, Jian
Adobe PDF(1918Kb)
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浏览/下载:279/52
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提交时间:2020/12/04
Quantization
automatic machine learning
model compression
Bayes methods
Mathematical model
Training
Mixture models
Optimization
Machine learning
Bayesian learning
quantizartion
explainability
Biologically inspired jumping robots: A comprehensive review.
期刊论文
Robotics and Autonomous System, 2020, 期号: 124, 页码: 19
作者:
Zou W(邹伟)
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Adobe PDF(2041Kb)
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浏览/下载:203/69
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提交时间:2020/10/22
Jumping robots, Bionics, Autonomous robots, Mechanical structure, Actuator and energy storage, Material, Control and stability
Spatialflow: Bridging all tasks for panoptic segmentation
期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2020, 卷号: 31, 期号: 6, 页码: 2288-2300
作者:
Chen, Qiang
;
Cheng, Anda
;
He, Xiangyu
;
Wang, Peisong
;
Cheng, Jian
Adobe PDF(4643Kb)
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浏览/下载:175/35
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提交时间:2020/10/20
panoptic segmentation
Unsupervised Network Quantization via Fixed-Point Factorization
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2020, 期号: 1, 页码: 1
作者:
Wang, Peisong
;
He, Xiangyu
;
Chen, Qiang
;
Cheng, Anda
;
Liu, Qingshan
;
Cheng, Jian
Adobe PDF(1998Kb)
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浏览/下载:204/50
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提交时间:2020/10/20
Acceleration , compression , deep neural networks (DNNs) , fixed-point quantization , unsupervised quantization.
Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 期号: 0, 页码: 51
作者:
Liang, Qian
;
Zeng, Yi
;
Xu, Bo
Adobe PDF(4971Kb)
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收藏
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浏览/下载:299/56
  |  
提交时间:2020/08/24
spiking neural network
sequential memory
episodic memory
spike-timing-dependent plasticity
time perception
musical learning