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科研机构
自动化研究所 [5]
沈阳自动化研究所 [2]
数学与系统科学研究院 [1]
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期刊论文 [7]
会议论文 [1]
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2023 [2]
2022 [3]
2021 [2]
2019 [1]
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GAIA-Universe: Everything is Super-Netify
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11856-11868
作者:
Peng, Junran
;
Chang, Qing
;
Yin, Haoran
;
Bu, Xingyuan
;
Sun, Jiajun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/16
Computer vision
object detection
semantic segmentation
AutoML
Effective Model Compression via Stage-wise Pruning
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 937-951
作者:
Ming-Yang Zhang, Xin-Yi Yu, Lin-Lin Ou
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/23
Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)
Multi-modal spatio-temporal meteorological forecasting with deep neural network
期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
作者:
Xinbang Zhang
;
Qizhao Jin
;
Tingzhao Yu
;
Shiming Xiang
;
Qiuming Kuang
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  |  
浏览/下载:18/0
  |  
提交时间:2022/07/01
Meterological forecasting
Deep learning
Neural architecture search
AutoML
Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder
期刊论文
Neural Computing and Applications, 2022, 页码: 1-22
作者:
Liu PJ(刘朋杰)
;
Pan FC(潘福成)
;
Zhou XF(周晓锋)
;
Li S(李帅)
;
Zeng PY(曾鹏宇)
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  |  
浏览/下载:17/0
  |  
提交时间:2022/04/13
Automated machine learning
Parallel automated system
Dual-stacked autoencoder
Selective ensemble
CF-DAML: Distributed automated machine learning based on collaborative filtering
期刊论文
APPLIED INTELLIGENCE, 2022, 页码: 1-25
作者:
Liu PJ(刘朋杰)
;
Pan FC(潘福成)
;
Zhou XF(周晓锋)
;
Li S(李帅)
;
Jin L(金樑)
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  |  
浏览/下载:14/0
  |  
提交时间:2022/04/14
Automated machine learning
Collaborative filtering
Weighted l(1)-norm
Distributed automated system
Multilayer selective stacked ensemble
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:
Zhang, Miao
;
Li, Huiqi
;
Pan, Shirui
;
Chang, Xiaojun
;
Zhou, Chuan
收藏
  |  
浏览/下载:90/0
  |  
提交时间:2021/10/26
Computer architecture
Training
Optimization
Neural networks
Search methods
Australia
Germanium
AutoML
neural architecture search
continual learning
catastrophic forgetting
novelty search
BlockQNN: Efficient Block-Wise Neural Network Architecture Generation
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 7, 页码: 2314-2328
作者:
Zhong, Zhao
;
Yang, Zichen
;
Deng, Boyang
;
Yan, Junjie
;
Wu, Wei
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  |  
浏览/下载:59/0
  |  
提交时间:2021/11/03
Computer architecture
Task analysis
Neural networks
Network architecture
Graphics processing units
Acceleration
Indexes
Convolutional neural network
neural architecture search
AutoML
reinforcement learning
Q-learning
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection
会议论文
加拿大, 2019
作者:
Peng, Junran
;
Sun, Ming
;
Zhang, Zhaoxiang
;
Tan, Tieniu
;
Yan, Junjie
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/01/19
Object detection
AutoML
NAS
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