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期刊论文 [17]
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Fuzzy Deep Forest With Deep Contours Feature for Leaf Cultivar Classification
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 卷号: 30, 期号: 12, 页码: 5431-5444
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/01/09
Contour feature learning
data augmentation
deep forest
fuzzy logic
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization
期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:
Yang, Yukuan
;
Chi, Xiaowei
;
Deng, Lei
;
Yan, Tianyi
;
Gao, Feng
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/11/21
Full 8-bit quantization
Network without batch normalization
Small batch
Online training
Resource-limited devices
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks
期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
作者:
Shi, Jiahui
;
Li, Linjing
;
Zeng, Daniel
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/11/14
Adversarial example
Adversarial training
Model robustness
Contrastive learning
Natural language processing
Towards fully ab initio simulation of atmospheric aerosol nucleation
期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13
作者:
Jiang, Shuai
;
Liu, Yi-Rong
;
Huang, Teng
;
Feng, Ya-Juan
;
Wang, Chun-Yu
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  |  
浏览/下载:24/0
  |  
提交时间:2022/12/23
Monte Carlo fPINNs: Deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 400, 页码: 17
作者:
Guo, Ling
;
Wu, Hao
;
Yu, Xiaochen
;
Zhou, Tao
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  |  
浏览/下载:10/0
  |  
提交时间:2023/02/07
Physics -informed neural networks
Fractional Laplacian
Nonlocal operators
Uncertainty quantification
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
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  |  
浏览/下载:23/0
  |  
提交时间:2022/11/14
Perturbation methods
Semantics
Computational modeling
Codes
Task analysis
Privacy
Software
Adversarial perturbation
deep neural network (DNN)
privacy protection
semantic retrieval
Improve Robustness and Accuracy of Deep Neural Network with L-2,L-infinity Normalization
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 26
作者:
Yu Lijia
;
Gao Xiao-Shan
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/02/07
Deep neural network
global robustness measure
L-2,L-infinity
normalization
over-fitting
Rademacher complexity
smooth DNN
Towards Human-Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Liu, Bin
;
Wang, Xiao
;
Mao, Wenji
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/11/14
Training
Task analysis
Semantics
Perturbation methods
Feature extraction
Computational modeling
Robustness
Adversarial perturbation
adversarially robust training
deep hashing
multimodal retrieval
A BERT-based Heterogeneous Graph Convolution Approach for Mining Organization-Related Topics
会议论文
Padua, Italy, 2022-07
作者:
Haoda Qian
;
Minjie Yuan
;
Qiudan Li
;
Daniel Zeng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/14
Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 4990-5000
作者:
Sun, Bangyong
;
Zhao, Zhe
;
Liu, Di
;
Gao, Xiaomei
;
Yu, Tao
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/08/16
Anomaly detection
Hyperspectral imaging
Tensors
Detectors
Feature extraction
Training
Neural networks
Anomaly detection
hyperspectral image (HSI)
tensor decomposition network
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