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自动化研究所 [31]
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期刊论文 [36]
会议论文 [12]
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2021 [48]
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Generalized zero-shot emotion recognition from body gestures
期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 19
作者:
Wu, Jinting
;
Zhang, Yujia
;
Sun, Shiying
;
Li, Qianzhong
;
Zhao, Xiaoguang
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浏览/下载:38/0
  |  
提交时间:2021/12/28
Generalized zero-shot learning
Emotion recognition
Body gesture recognition
Prototype learning
Triplet Siamese Network Model for Lithium-ion Battery Defects Classification Using Few-shot Learning Approach
期刊论文
Journal of Physics: Conference Series, 2021, 卷号: 2078, 期号: 1
作者:
Wu,Ke
;
Tan,Jie
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浏览/下载:25/0
  |  
提交时间:2021/12/28
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 229, 页码: 11
作者:
Liu, Bo
;
Dong, Qiulei
;
Hu, Zhanyi
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浏览/下载:37/0
  |  
提交时间:2021/11/04
Zero-shot learning
Visual-semantic embedding
Out-of-distribution detection
A concise review of recent few-shot meta-learning methods
期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 463-468
作者:
Li, Xiaoxu
;
Sun, Zhuo
;
Xue, Jing-Hao
;
Ma, Zhanyu
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  |  
浏览/下载:2/0
  |  
提交时间:2021/10/14
Meta Learning
Few-shot Learning
Image Classification
Deep Neural Networks
Small-sample Learning
Learning to Model Relationships for Zero-Shot Video Classification
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 10, 页码: 3476-3491
作者:
Gao, Junyu
;
Zhang, Tianzhu
;
Xu, Changsheng
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浏览/下载:53/0
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提交时间:2021/11/04
Zero-shot video classification
graph neural networks
zero-shot learning
deep attention model
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2891-2904
作者:
Zhang, Xinbang
;
Huang, Zehao
;
Wang, Naiyan
;
Xiang, Shiming
;
Pan, Chunhong
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浏览/下载:49/0
  |  
提交时间:2021/11/02
Computer architecture
Optimization
Learning (artificial intelligence)
Task analysis
Acceleration
Evolutionary computation
Convolution
Neural architecture search(NAS)
convolution neural network
sparse optimization
DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2905-2920
作者:
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浏览/下载:37/0
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提交时间:2021/11/02
Computer architecture
Search problems
Optimization
Task analysis
Bridges
Binary codes
Estimation
Neural architecture search(NAS)
ensemble gumbel-softmax
distribution guided sampling
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:
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浏览/下载:91/0
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提交时间:2021/10/26
Computer architecture
Training
Optimization
Neural networks
Search methods
Australia
Germanium
AutoML
neural architecture search
continual learning
catastrophic forgetting
novelty search
On Learning Semantic Representations for Large-Scale Abstract Sketches
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 9, 页码: 3366-3379
作者:
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浏览/下载:53/0
  |  
提交时间:2021/11/03
Semantics
Visualization
Task analysis
Games
Feature extraction
Quantization (signal)
Speech recognition
Practical sketch-based application
semantic representation
hashing
retrieval
zero-shot recognition
edge-map dataset
A GNN-based Few-shot learning model on the Credit Card Fraud detection
会议论文
Beijing, China, 2021-07-15_2021-08-15
作者:
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浏览/下载:9/0
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提交时间:2022/06/17
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