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Improving metric-based few-shot learning with dynamically scaled softmax loss
期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140
作者:
Zhang, Yu
;
Zuo, Xin
;
Zheng, Xuxu
;
Gao, Xiaoyong
;
Wang, Bo
Adobe PDF(6671Kb)
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浏览/下载：273/0
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提交时间：2023/11/24
Probability distributions
Current loss
Few-shot learning
Learning frameworks
Loss functions
Metric learning
Metric-based learning framework
Nearest neighbor classification
Scalings
Softmax loss improvement
Visual classification
Multi-Symmetric Lyapunov Equations
期刊论文
IEEE CONTROL SYSTEMS LETTERS, 2023, 卷号: 7, 页码: 1-1
作者:
Xvting Gao
;
Mario E. Villanueva
;
Boris Houska
Adobe PDF(429Kb)
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浏览/下载：454/8
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提交时间：2022/07/25
Digital control systems
Discrete time control systems
Lyapunov functions
Optimal control systems
Probability distributions
Stochastic control systems
Stochastic systems
Tensors
Discrete
time systems
Lyapunov equation
Moment-based computing
Optimal controls
Probability: distributions
Recursions
Stochastic optimal control
Symbol
Symmetrics
Uncertainty
3D Ray Reconstruction Method Based on Enhanced CVAE
期刊论文
北京邮电大学学报, 2022, 卷号: 45, 期号: 5, 页码: 36-41
作者:
Zhu, Jun
;
Yang, Jun
;
Li, Kai
;
Yu, Wenxin
Adobe PDF(1187Kb)
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浏览/下载：258/0
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提交时间：2022/11/25
3D modeling
Codes (symbols)
Errors
Feedback control
Forecasting
MIMO systems
Ray tracing
Signal encoding
Telecommunication repeaters
3d channel model
Auto encoders
Channel modelling
Conditional variational auto-encoder
Massive multiple-input multiple-output
Multiple inputs
Multiple outputs
Prediction errors
Probability: distributions
Training sets
Re-calibration and nonuniform correction of thermal infrared band under cold space abnormal
期刊论文
红外与毫米波学报, 2021, 卷号: 40, 期号: 6, 页码: 820-828
作者:
Qu, Yang
;
Huang, Xiao-Xian
;
Feng, Qi
Adobe PDF(5592Kb)
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浏览/下载：200/0
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提交时间：2022/07/01
Orbits
Probability distributions
Remote sensing
Cold space abnormal
Correction models
Infrared remote sensing
Model-based OPC
Nonuniform correction
Ocean color
Probability: distributions
Recalibrations
Repair models
Thermal infrared bands
Dual-Mode Navigation Satellite Selection Algorithm Based on Differential Evolution and Geometry
期刊论文
北京邮电大学学报, 2021, 卷号: 44, 期号: 3, 页码: 9-14
作者:
Zhu, Jun
;
Xu, Shi-Jie
;
Li, Kai
Adobe PDF(1365Kb)
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浏览/下载：225/0
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提交时间：2021/12/03
Evolutionary algorithms
Geometry
Optimization
Population statistics
Probability distributions
Differential Evolution
Geometric dilution of precision
Geometric distribution
Navigation satellites
Population sizes
Real time performance
Satellite selection algorithms
Satellite selections
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
会议论文
24TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS (AISTATS), ELECTR NETWORK, APR 13-15, 2021
作者:
Ding, Tianyu
;
Zhu, Zhihui
;
Tsakiris, Manolis
;
Vidal, Rene
;
Robinson, Daniel
Adobe PDF(1843Kb)
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浏览/下载：420/1
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提交时间：2021/08/27
Artificial intelligence
Clustering algorithms
Geometry
Probability distributions
Vectors
Clustering methods
Dimensional subspace
High-dimensional
Higher-dimensional
Low dimensional
Normal vector
Principal Components
State of the art
Subspace clustering
Theoretical guarantees
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling
会议论文
THE 58TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2020), Virtual, Online, United states, July 5, 2020 - July 10, 2020
作者:
Wang, Xinyu
Adobe PDF(714Kb)
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浏览/下载：810/197
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提交时间：2020/11/30
Distillation
Computational linguistics
Zero-shot learning
'current
Capacity limitation
Low resource languages
Model size
Multiple languages
Probability: distributions
Sequence Labeling
Structural knowledge
Teachers'
Unified Modeling
Enhancing unsupervised generative dependency parser with contextual information
会议论文
57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL 2019, Florence, Italy, July 28, 2019 - August 2, 2019
作者:
Han, Wenjuan
;
Jiang, Yong
;
Tu, Kewei
Adobe PDF(769Kb)
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浏览/下载：772/0
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提交时间：2019/07/03
Computational linguistics
Probability distributionsContextual information
Dependency parser
Generative dependency
Independence assumption
Joint distributions
Probabilistic modeling
State of the art
Unsupervised dependency parsing
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