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Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2024, 卷号: 45, 期号: 4, 页码: 1134-1147
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
收藏
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浏览/下载:343/0
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提交时间:2024/02/23
Classification (of information)
Learning systems
Classification performance
Classification tasks
Data augmentation
Distortion magnitude
Feature distortion
Remote sensing images
Remote sensing scene classification
Remote-sensing
Scene classification
Shot classification
Emergence of Segmentation with Minimalistic White-Box Transformers
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Hongkong, China, January 3, 2024 - January 6, 2024
作者:
Yu, Yaodong
;
Chu, Tianzhe
;
Tong, Shengbang
;
Wu, Ziyang
;
Pai, Druv
Adobe PDF(11992Kb)
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浏览/下载:204/0
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提交时间:2024/02/23
Network architecture
Classification tasks
Condition
Downstream applications
Learning mechanism
Modeling architecture
Proper design
Property
Supervised classification
Supervised methods
White box
Semi-Supervised Learning of Visual Attributes for Automated Assessment of Lung Nodule Malignancy
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Liyun Chen
;
Linlin Yao
;
Qian Wang
;
Zhong Xue
Adobe PDF(4167Kb)
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浏览/下载:210/5
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提交时间:2024/08/26
Adversarial machine learning
Contrastive Learning
Federated learning
Prediction models
Self-supervised learning
Semi-supervised learning
Automated assessment
Classification tasks
Interpretability
Learning models
Lung nodule
Malignancy classification
Prediction modelling
Semi-supervised
Semi-supervised learning
Visual attributes
A Closer Look at Self-Supervised Lightweight Vision Transformers
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Honolulu, HI, United states, July 23, 2023 - July 29, 2023
作者:
Wang, Shaoru
;
Gao, Jin
;
Li, Zeming
;
Zhang, Xiaoqin
;
Hu, Weiming
Adobe PDF(3494Kb)
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浏览/下载:174/0
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提交时间:2024/01/19
Supervised learning
Architecture designs
Classification tasks
Down-stream
Images classification
Large-scales
Performance
Pre-training
Prediction tasks
Training methods
Transformer performance
HaViT: Hybrid-Attention Based Vision Transformer for Video Classification
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Macao, China, December 4, 2022 - December 8, 2022
作者:
Li, Li
;
Zhuang, Liansheng
;
Gao, Shenghua
;
Wang, Shafei
Adobe PDF(816Kb)
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浏览/下载:353/0
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提交时间:2023/04/07
Computer vision
Classification tasks
Long range interactions
Longer-range interaction
Performance
Prior information
State-of-the-art performance
Transformer modeling
Video classification
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Toronto, ON, Canada, July 9, 2023 - July 14, 2023
作者:
Guo, Kaihao
;
Yu, Hang
;
Liao, Cong
;
Li, Jianguo
;
Zhang, Haipeng
Adobe PDF(562Kb)
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浏览/下载:269/0
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提交时间:2023/11/24
Classification (of information)
Computational linguistics
Learning systems
Signal encoding
Text processing
Zero-shot learning
'current
Auto encoders
Classification tasks
Language model
Learning problem
Model-based OPC
Self adaption
Text classification
Uncertainty
Unlabeled data
Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, Glasgow, United kingdom, March 26, 2023 - March 29, 2023
作者:
Adobe PDF(1475Kb)
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浏览/下载:306/0
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提交时间:2023/06/09
Errors
Mean square error
Motion estimation
Aggregation errors
Classification accuracy
Classification tasks
Features vector
Inference systems
Multi-devices
Over the airs
Precoders
Receive beamforming
Task-oriented
Deep Learning Framework for Integrating Multibatch Calibration, Classification, and Pathway Activities
期刊论文
ANALYTICAL CHEMISTRY, 2022, 卷号: 94, 期号: 25
作者:
Niu, JingYang
;
Xu, Wei
;
Wei, DongMing
;
Qian, Kun
;
Wang, Qian
Adobe PDF(5679Kb)
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收藏
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浏览/下载:198/0
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提交时间:2022/07/29
Classification (of information)
Computer aided diagnosis
Analytical challenge
Batch effect
Bioinformatics analysis
Biological data
Classification accuracy
Classification tasks
External factors
High throughput technology
Learning frameworks
Pathway activities
Spa: On the Sparsity of Virtual Adversarial Training for Dependency Parsing
会议论文
FINDINGS OF AACL-IJCNLP, 2022, Virtual, Online, Taiwan, 2022
作者:
Lou, Chao
;
Han, Wenjuan
;
Tu, Kewei
Adobe PDF(467Kb)
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收藏
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浏览/下载:417/0
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提交时间:2023/03/12
Computational linguistics
E-learning
Adjustment algorithms
Classification tasks
Dependency parsing
Empirical studies
Performance
Sparsity regularizations
Research on Data Fusion Method Based on Multisource Data Awareness of Internet of Things
期刊论文
JOURNAL OF SENSORS, 2022, 卷号: 2022
作者:
Sun, Fanglei
;
Diao, Zhifeng
Adobe PDF(603Kb)
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收藏
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浏览/下载:580/237
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提交时间:2022/08/08
Big data
Classification (of information)
Data fusion
Data mining
Modal analysis
Noise abatement
Signal encoding
Text processing
Classification tasks
Data fusion methods
Emotion classification
Interactive functions
Modal data
Multi-modal
Multimodal data analysis
Multisource data
Structural form
Text feature
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