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ABCP: Automatic Blockwise and Channelwise Network Pruning via Joint Search
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1560-1573
作者:
Li, Jiaqi
;
Li, Haoran
;
Chen, Yaran
;
Ding, Zixiang
;
Li, Nannan
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/12/21
Joint search
model compression
pruning
reinforcement learning
Towards Automatic Model Compression via A Unified Two-Stage Framework
期刊论文
Pattern Recognition (PR), 2023, 卷号: 140, 页码: 109527
作者:
Weihan Chen
;
Peisong Wang
;
Jian Cheng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/06/20
Deep Neural Networks
Model Compression
Quantization
Pruning
A modified YOLOv4 detection method for a vision-based underwater garbage cleaning robot
期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 卷号: 23, 期号: 8, 页码: 1217-1228
作者:
Tian, Manjun
;
Li, Xiali
;
Kong, Shihan
;
Wu, Licheng
;
Yu, Junzhi
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  |  
浏览/下载:12/0
  |  
提交时间:2022/11/14
Object detection
Aquatic environment
Garbage cleaning robot
Modified YOLOv4
TP242
A New Context Tree Inference Algorithm for Variable Length Markov Chain Model with Applications to Biological Sequence Analyses
期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2022, 页码: 18
作者:
An, Shaokun
;
Ren, Jie
;
Sun, Fengzhu
;
Wan, Lin
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/06/21
biological sequence analyses
consistent context algorithm
variable length Markov chains
word count statistics
Deep Neural Network Self-Distillation Exploiting Data Representation Invariance
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 257-269
作者:
Xu, Ting-Bing
;
Liu, Cheng-Lin
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  |  
浏览/下载:12/0
  |  
提交时间:2022/02/16
Training
Nonlinear distortion
Data models
Neural networks
Knowledge engineering
Network architecture
Generalization error
network compression
representation invariance
self-distillation (SD)
Multi-Granularity Pruning for Model Acceleration on Mobile Devices
会议论文
线上, 2022-07
作者:
Zhao TL(赵天理)
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浏览/下载:2/0
  |  
提交时间:2023/06/21
Deep Neural Networks
Network Pruning
Structured Pruning
Non-structured Pruning
Single Instruction Multiple Data
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2891-2904
作者:
Zhang, Xinbang
;
Huang, Zehao
;
Wang, Naiyan
;
Xiang, Shiming
;
Pan, Chunhong
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  |  
浏览/下载:48/0
  |  
提交时间:2021/11/02
Computer architecture
Optimization
Learning (artificial intelligence)
Task analysis
Acceleration
Evolutionary computation
Convolution
Neural architecture search(NAS)
convolution neural network
sparse optimization
A novel tree-based algorithm for real-time prediction of rockburst risk using field microseismic monitoring
期刊论文
ENVIRONMENTAL EARTH SCIENCES, 2021, 卷号: 80, 期号: 16, 页码: 19
作者:
Yin, Xin
;
Liu, Quansheng
;
Pan, Yucong
;
Huang, Xing
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  |  
浏览/下载:19/0
  |  
提交时间:2021/10/27
Rockburst
Intensity prediction
Tree-based algorithm
Microseismic monitoring
Precursory microseismic sequence
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch
会议论文
virtual conference, 2021.2.2-2021.2.9
作者:
Ruan, Xiaofeng
;
Liu, Yufan
;
Li, Bing
;
Yuan, Chunfeng
;
Hu, Weiming
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2021/06/17
Underwater real-time target detection based on key frame and model compression
期刊论文
Journal of Physics: Conference Series, 2021, 卷号: 1800, 期号: 1
作者:
Guo,Wei
;
Zhang,Youbo
;
Zhou,Yue
;
Xu,Gaofei
;
Li,Guangwei
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  |  
浏览/下载:16/0
  |  
提交时间:2021/03/23
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