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Automated Contrastive Learning Strategy Search for Time Series
会议论文
INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Boise, ID, United states, October 21, 2024 - October 25, 2024
作者:
Adobe PDF(1673Kb)
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浏览/下载:231/39
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提交时间:2024/12/13
Adversarial machine learning
Federated learning
Reinforcement learning
Automated machine learning
Automated machines
Learn+
Learning paradigms
Learning strategy
Machine-learning
MicroSoft
Performance
Prior-knowledge
Times series
Learning-based modeling of human-autonomous vehicle interaction for improved safety in mixed-vehicle platooning control
期刊论文
TRANSPORTATION RESEARCH PART C: EMERGING TECHNOLOGIES, 2024, 卷号: 162
作者:
Wang, Jie
;
Pant, Yash Vardhan
;
Jiang, Zhihao
Adobe PDF(1865Kb)
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浏览/下载:299/2
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提交时间:2024/04/26
Autonomous vehicles
Gaussian distribution
Gaussian noise (electronic)
Learning systems
Predictive control systems
Uncertainty analysis
Autonomous Vehicles
Gaussian process models
Gaussian Processes
Human-autonomous vehicle interaction
Mixed vehicle platoon
Model-predictive control
Modeling uncertainties
Predictive control strategy
Vehicle interactions
Vehicle platoons
Spatiotemporal wind power forecasting approach based on multi-factor extraction method and an indirect strategy
期刊论文
APPLIED ENERGY, 2023, 卷号: 350
作者:
Sun, Shaolong
;
Du, Zongjuan
;
Jin, Kun
;
Li, Hongtao
;
Wang, Shouyang
Adobe PDF(9732Kb)
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浏览/下载:288/0
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提交时间:2023/09/08
Decision making
Deep learning
Sensitivity analysis
Weather forecasting
Wind power
Decisions makings
Deep learning
Extraction method
Factor extraction
Indirect strategy
Multi-factor
Power
Short-term wind power forecasting
Spatiotemporal factor
Wind power forecasting
An em Framework for Online Incremental Learning of Semantic Segmentation
会议论文
MM 2021 - PROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Virtual, Online, China, October 20, 2021 - October 24, 2021
作者:
Yan, Shipeng
;
Zhou, Jiale
;
Xie, Jiangwei
;
Zhang, Songyang
;
He, Xuming
Adobe PDF(2413Kb)
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浏览/下载:865/171
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提交时间:2021/12/03
Computer vision
Deep neural networks
E
learning
Iterative methods
Maximum principle
Semantic Web
Semantics
Incremental learning
Learning strategy
On
line fashion
Online incremental learning
Online learning
Open world
Scene interpretation
Semantic labels
Semantic segmentation
Visual scene
Multi-task learning for segmentation and classification of tumors in 3D automated breast ultrasound images(star)
期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 70
作者:
Zhou, Yue
;
Chen, Houjin
;
Li, Yanfeng
;
Liu, Qin
;
Xu, Xuanang
Adobe PDF(3047Kb)
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浏览/下载:319/0
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提交时间:2021/08/16
AUBS image
Segmentation
Classification
Multi-task learning
Joint training
Classification (of information)
Image classification
Image segmentation
Learning systems
Medical imaging
Multi
task learning
Scales (weighing instruments)
Signal to noise ratio
Tumors
Ultrasonics
Breast ultrasound images
Computer Aided Diagnosis(CAD)
Joint segmentation
Single task learning
Training strategy
Tumor classification
Tumor segmentation
Ultrasound images
Two-layer coded gradient aggregation with straggling communication links
会议论文
2020 IEEE INFORMATION THEORY WORKSHOP, ITW 2020, Virtual, Riva del Garda, Italy, April 11, 2021 - April 15, 2021
作者:
Kai Liang
;
Youlong Wu
Adobe PDF(2199Kb)
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浏览/下载:205/0
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提交时间:2021/12/03
Information theory
Coding strategy
Communication load
Distributed learning
Downlink communications
Global modeling
Local gradients
Repetition coding
Uplink communication
Efficient Techniques for Training the Memristor-based Spiking Neural Networks Targeting Better Speed, Energy and Lifetime
会议论文
PROCEEDINGS OF THE ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC, Virtual, Online, Japan, January 18, 2021 - January 21, 2021
作者:
Yu Ma
;
Pingqiang Zhou
Adobe PDF(194Kb)
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收藏
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浏览/下载:266/0
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提交时间:2021/12/17
Computer aided design
Energy utilization
Image processing
Learning algorithms
Memristors
Reinforcement learning-Crossbar circuits
Inference process
Memristor
Model tuning
Normalization methods
Spiking neural networks
Termination strategy
Time consumption
Learning Implicit Temporal Alignment for Few-shot Video Classification
会议论文
IJCAI INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, Virtual, Online, Canada, August 19, 2021 - August 27, 2021
作者:
Zhang, Songyang
;
Zhou, Jiale
;
He, Xuming
Adobe PDF(2043Kb)
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收藏
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浏览/下载:479/2
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提交时间:2022/07/01
Artificial intelligence
Classification (of information)
Class invariants
Learn+
Learning strategy
Matchings
Real-world
Shot video classifications
Spatial temporals
Temporal alignment
Temporal representations
Video sequences
Animal face classification based on deep learning
会议论文
PROCEEDINGS - 2021 2ND INTERNATIONAL CONFERENCE ON BIG DATA AND ARTIFICIAL INTELLIGENCE AND SOFTWARE ENGINEERING, ICBASE 2021, Zhuhai, China, September 24, 2021 - September 26, 2021
作者:
Shiwen Han
;
Qiuxin Gao
;
Chaoyu Wang
Adobe PDF(1413Kb)
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收藏
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浏览/下载:152/0
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提交时间:2022/07/01
Classification (of information)
Convolutional neural networks
Deep learning
Signal encoding
Support vector machines
Animal species
Auto encoders
Data set
Face classification
Protection strategy
Public data
Residual learning
VAE
VGG
Wildlife protection
Learning context-aware task reasoning for efficient meta-reinforcement learning
会议论文
PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, AAMAS, Virtual, Auckland, New zealand, May 19, 2020 - May 13, 2020
作者:
Wang, Haozhe
;
Zhou, Jiale
;
He, Xuming
Adobe PDF(1402Kb)
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收藏
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浏览/下载:161/0
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提交时间:2022/12/09
Graphic methods
Deep learning
Autonomous agents
Learning systems
Multi agent systems
Efficiency
Inference engines
Signal encoding
Learning context
Meta learning strategy
Meta-training
Network-based
Over fitting problem
Policy learning
Task inference
Training and testing
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