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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
Adobe PDF(1054Kb)
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浏览/下载:215/25
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提交时间:2022/11/14
Adversarial example
Adversarial training
Model robustness
Contrastive learning
Natural language processing
Learning adversarial point-wise domain alignment for stereo matching
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 564-574
作者:
Zhang, Chenghao
;
Meng, Gaofeng
;
Xu, Richard Yi Da
;
Xiang, Shiming
;
Pan, Chunhong
Adobe PDF(3885Kb)
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浏览/下载:255/49
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提交时间:2022/09/19
Stereo Matching
Domain adaptation
Point-wise linear transformation
Adversarial learning
Practical Robotic Auditory Perception and Approaching Methods Based on Small-sized Microphone Array
期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 页码: 1-16
作者:
Wang, Zhiqing
;
Zou, Wei
;
Zhang, Chi
;
Kang, Zhaobing
;
Zhu, Jiagang
Adobe PDF(9439Kb)
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浏览/下载:212/26
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提交时间:2022/06/10
Aural feature extraction
robotic audition
sound source localization
source approaching control
Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 12
作者:
Li, Weifan
;
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(1431Kb)
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浏览/下载:273/48
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提交时间:2021/12/28
Reinforcement learning
Missile guidance
Auxiliary learning
Self-imitation learning
Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 227, 期号: 2021, 页码: 107186
作者:
Liu, Qingbin
;
Bai, Guirong
;
He, Shizhu
;
Liu, Cao
;
Liu, Kang
;
Zhao, Jun
Adobe PDF(1021Kb)
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浏览/下载:289/58
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提交时间:2021/11/02
End-to-end task-oriented dialogue
Heterogeneous relational graph neural networks
Shared-private parameterization
Hierarchical attention mechanism
Adaptive objective
Robot learning through observation via coarse-to-fine grained video summarization
期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 99, 期号: /, 页码: 106913
作者:
Zhang, Yujia
;
Li, Qianzhong
;
Zhao, Xiaoguang
;
Tan, Min
Adobe PDF(5989Kb)
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浏览/下载:332/69
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提交时间:2021/03/08
Robotic vision
Learning through observation
Coarse-to-fine video summarization
Non-Negative Iterative Convex Refinement Approach for Accurate and Robust Reconstruction in Cerenkov Luminescence Tomography
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2020, 卷号: 39, 期号: 10, 页码: 3207-3217
作者:
Cai, Meishan
;
Zhang, Zeyu
;
Shi, Xiaojing
;
Yang, Junying
;
Hu, Zhenhua
;
Tian, Jie
Adobe PDF(2176Kb)
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浏览/下载:306/62
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提交时间:2021/01/07
Image reconstruction
Imaging
Mathematical model
Shape
Slabs
Iterative methods
Luminescence
Cerenkov luminescence tomography
sparse reconstruction
inverse problem
tumor
Joint Learning in the Spatio-Temporal and Frequency Domains for Skeleton-Based Action Recognition
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 9, 页码: 2207-2220
作者:
Guyue, Hu
;
Bo, Cui
;
Shan, Yu
Adobe PDF(4803Kb)
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浏览/下载:276/54
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提交时间:2020/09/28
Skeleton-based Action Recognition
Frequency Attention
Synchronous Local and Non-local Learning
Soft-margin Focal Loss
Pesudo Multi-task Learning
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 32, 期号: 0, 页码: 0
作者:
Ruan, Xiaofeng
;
Liu, Yufan
;
Yuan, Chunfeng
;
Li, Bing
;
Hu, Weiming
;
Li, Yangxi
;
Maybank, Stephen
Adobe PDF(3625Kb)
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浏览/下载:284/43
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提交时间:2021/06/17
Data-driven
low-rank decomposition
model compression and acceleration
structured pruning
Computational modeling of Emotion-motivated Decisions for Continuous Control of Mobile Robots
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 13, 期号: 2020, 页码: 1-14
作者:
Huang, Xiao
;
Wu, Wei
;
Qiao, Hong
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Adobe PDF(5970Kb)
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浏览/下载:240/85
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提交时间:2020/06/09
Brain-inspired Computing
Emotion-motivated Learning
Emotion-memory Interactions
Decision-making
Reinforcement Learning