中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [6]
计算技术研究所 [4]
采集方式
OAI收割 [10]
内容类型
期刊论文 [8]
会议论文 [1]
学位论文 [1]
发表日期
2023 [10]
学科主题
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发表日期:2023
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深度神经网络在噪声标签下的学习行为研究
学位论文
OAI收割
2023
作者:
罗曜儒
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/01/07
深度神经网络
噪声标签
鲁棒性
小损失假说
元结构
Boosting deep cross-modal retrieval hashing with adversarially robust training
期刊论文
OAI收割
APPLIED INTELLIGENCE, 2023, 页码: 13
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
;
Zeng, Daniel Dajun
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/11/17
Cross-modal retrieval
Adversarial training
Deep hashing model
Deep neural network
A Coordinated Model Pruning and Mapping Framework for RRAM-Based DNN Accelerators
期刊论文
OAI收割
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 7, 页码: 2364-2376
作者:
Qu, Songyun
;
Li, Bing
;
Zhao, Shixin
;
Zhang, Lei
;
Wang, Ying
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/04
AutoML
bit-pruning
deep neural networks (DNNs)
resistive random access memory (RRAM)
QoE Assessment Model Based on Continuous Deep Learning for Video in Wireless Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: 22, 期号: 6, 页码: 3619-3633
作者:
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/04
Quality of experience
Quality of service
Training
Data models
Wireless networks
Computational modeling
Mobile computing
Data-driven QoE assessment
continual deep learning
QoE
QoS mapping
wireless network
cascaded DNNs
MixGradient: A gradient-based re-weighting scheme with mixup for imbalanced data streams
期刊论文
OAI收割
NEURAL NETWORKS, 2023, 卷号: 161, 页码: 525-534
作者:
Peng, Xinyu
;
Wang, Fei-Yue
;
Li, Li
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Deep learning
Imbalanced data streams
Sample gradient
Typical samples
Mixup
On-Line Fault Protection for ReRAM-Based Neural Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437
作者:
Li, Wen
;
Wang, Ying
;
Liu, Cheng
;
He, Yintao
;
Liu, Lian
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/07/12
Training
Fault detection
Computational modeling
Image edge detection
Memristors
Neural networks
Kernel
Deep neural network
hard fault
ReRAM
reliability
soft fault
BitXpro: Regularity-Aware Hardware Runtime Pruning for Deep Neural Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 1, 页码: 90-103
作者:
Li, Hongyan
;
Lu, Hang
;
Wang, Haoxuan
;
Deng, Shengji
;
Li, Xiaowei
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/07/12
Deep learning accelerator
deep neural network (DNN)
hardware runtime pruning
Effective and Robust Detection of Adversarial Examples via Benford-Fourier Coefficients
期刊论文
OAI收割
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 666-682
作者:
Cheng-Cheng Ma
;
Zhang Y(张勇)
;
Fan YB(樊艳波)
;
Ma CC(马成丞)
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收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/09/25
Adversarial defense, adversarial detection, generalized Gaussian distribution, Benford-Fourier coefficients, image classification
A Survey on Collaborative DNN Inference for Edge Intelligence
期刊论文
OAI收割
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 370-395
作者:
Wei-Qing Ren
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/05/29
Artificial intelligence (AI), edge intelligence (EI), distributed computing, deep neural network (DNN), collaborative inference
Enhancing Robustness of Deep Networks Against Noisy Labels Based on A Two-Phase Formulation of Their Learning Behavior
会议论文
OAI收割
澳大利亚-布里斯班, 2023-7
作者:
Luo YR(罗曜儒)
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收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/01/08