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期刊论文 [34]
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2021 [41]
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Deep Learning-Based Framework for the Detection of Cyberattack Using Feature Engineering
期刊论文
SECURITY AND COMMUNICATION NETWORKS, 2021, 卷号: 2021
作者:
Akhtar, Muhammad Shoaib
;
Feng, Tao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/03/01
Adversarial Analysis for Source Camera Identification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 11, 页码: 4174-4186
作者:
Wang, Bo
;
Zhao, Mengnan
;
Wang, Wei
;
Dai, Xiaorui
;
Li, Yi
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2021/12/28
Cameras
Feature extraction
Forensics
Task analysis
Perturbation methods
Neural networks
Training
Adversarial attacks
fingerprint copy-move attack
joint feature-based auto-learning attack
relation mismatch
Learning dynamics of kernel-based deep neural networks in manifolds
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 11, 页码: 15
作者:
Wu, Wei
;
Jing, Xiaoyuan
;
Du, Wencai
;
Chen, Guoliang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2022/05/26
learning dynamics
kernel-based convolution
manifolds
control model
network stability
PP-NAS: Searching for Plug-and-Play Blocks on Convolutional Neural Network
会议论文
Montreal, BC, Canada, 11-17 October 2021
作者:
Shen, Biluo
;
Xiao, Anqi
;
Tian, Jie
;
Hu, Zhenhua
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/06/15
IAUnet: Global Context-Aware Feature Learning for Person Reidentification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4460-4474
作者:
Hou, Ruibing
;
Ma, Bingpeng
;
Chang, Hong
;
Gu, Xinqian
;
Shan, Shiguang
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  |  
浏览/下载:34/0
  |  
提交时间:2021/12/01
Context modeling
Feature extraction
Computational modeling
Semantics
Aggregates
Visualization
Task analysis
Feature enhancing
interaction-aggregation
person reidentification (reID)
spatial-temporal context modeling
Towards Binarized MobileNet via Structured Sparsity
会议论文
Hainan, China, 2021-12-26
作者:
Zhenmeng, Zuo
;
Zhexin, Li
;
Peisong, Wang
;
Weihan, Chen
;
Jian, Cheng
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/06/15
A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 21
作者:
Huang, Di
;
Zhang, Rui
;
Zhang, Xishan
;
Wu, Fan
;
Wang, Xianzhuo
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  |  
浏览/下载:31/0
  |  
提交时间:2021/12/01
Convolution neural networks
Model acceleration
Winograd algorithm
Video analysis
Learning-based Tensor Decomposition with Adaptive Rank Penalty for CNNs Compression
会议论文
Tokyo, Japan (online), September 8-10, 2021
作者:
Deli, Yu
;
Peipei, Yang
;
Cheng-Lin, Liu
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  |  
浏览/下载:109/0
  |  
提交时间:2021/07/01
low-rank decomposition
network compression
learning-based decomposition
adaptive rank penalty
One-stage object detection knowledge distillation via adversarial learning
期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 17
作者:
Dong, Na
;
Zhang, Yongqiang
;
Ding, Mingli
;
Xu, Shibiao
;
Bai, Yancheng
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  |  
浏览/下载:32/0
  |  
提交时间:2021/11/02
Knowledge distillation
Object detection
Generative adversarial learning
ECBC: Efficient Convolution via Blocked Columnizing
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Zhao, Tianli
;
Hu, Qinghao
;
He, Xiangyu
;
Xu, Weixiang
;
Wang, Jiaxing
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  |  
浏览/下载:34/0
  |  
提交时间:2022/01/27
Convolution
Tensors
Layout
Memory management
Indexes
Transforms
Performance evaluation
Convolutional neural networks (CNNs)
direct convolution
high performance computing for mobile devices
im2col convolution
memory-efficient convolution (MEC)
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