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Few-Shot Learning GNN-EQL Model with gm/ID Method for Analog Circuits Design
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS PART II: EXPRESS BRIEFS, 2025
作者:
Xiong X(熊欣)
;
Zhou HJ(周鸿坚)
;
Zhou PQ(周平强)
Adobe PDF(855Kb)
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浏览/下载:53/6
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提交时间:2025/03/13
Analog Circuit Modeling
Few-Shot Learning
Graph Neural Network
Equation Learner Network
gm/ID Method
SANet: similarity aggregation and semantic fusion for few-shot semantic segmentation
期刊论文
APPLIED INTELLIGENCE, 2025, 卷号: 55, 期号: 2
作者:
Ye, Minrui
Adobe PDF(1912Kb)
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浏览/下载:169/3
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提交时间:2024/12/23
Few-shot learning
Few-shot segmentation
Semantic segmentation
Attention mechanism
Task-aware Attentional Dynamic Alignment for Few-Shot Compressed Video Classification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: PP, 期号: 99
作者:
Wenyang Luo
;
Yufan Liu
;
Bing Li
;
Weiming Hu
;
Stephen Maybank
Adobe PDF(9318Kb)
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浏览/下载:23/1
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提交时间:2025/03/03
Embeddings
Footage counters
Gluing
Image compression
Video recording
Compressed domain
Compressed video
Dynamic alignment
Embeddings
Few-shot learning
Novel task
Shot video classifications
Task-aware
Temporal ordering
Video classification
AugGPT: Leveraging ChatGPT for Text Data Augmentation
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: PP, 期号: 99
作者:
Dai, Haixing
;
Liu, Zhengliang
;
Liao, Wenxiong
;
Huang, Xiaoke
;
Cao, Yihan
Adobe PDF(1043Kb)
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浏览/下载:107/22
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提交时间:2025/03/14
Contrastive Learning - Data assimilation - Spatio-temporal data
Augmentation methods - Data augmentation - Few-shot learning - Language model - Language processing - Large language model - Natural language processing - Natural languages - Sample sizes - Text data
Optimizing Few-Shot Remote Sensing Scene Classification Based on an Improved Data Augmentation Approach
期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 3
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
Adobe PDF(3692Kb)
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浏览/下载:382/0
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提交时间:2024/02/23
Classification (of information)
Image classification
Space optics
Augmentation methods
Classification learning
Data augmentation
Feature distortion
Few-shot learning
Remote sensing images
Remote sensing scene classification
Remote-sensing
Scene classification
Shot classification
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:264/0
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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
Prototype calibration for long tailed recognition
会议论文
2023 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), Brisbane, Australia, 10-14 July 2023
作者:
Zhongan Wang
;
Shuai Shi
Adobe PDF(1077Kb)
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浏览/下载:498/2
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提交时间:2023/10/07
Long tailed recognition
Few-shot learning
Prototype Network
Contrastive Learning
MSFFAL: Few-Shot Object Detection via Multi-Scale Feature Fusion and Attentive Learning
期刊论文
SENSORS, 2023, 卷号: 23, 期号: 7
作者:
Zhang, Tianzhao
;
Sun, Ruoxi
;
Wan, Yong
;
Zhang, Fuping
;
Wei, Jianming
Adobe PDF(3169Kb)
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浏览/下载:525/196
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提交时间:2023/05/05
few-shot object detection
few-shot learning
attention mechanism
multi-scale feature fusion
PFEMed: Few-shot medical image classification using prior guided feature enhancement
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Adobe PDF(4058Kb)
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浏览/下载:562/1
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提交时间:2022/11/04
Classification (of information)
Deep learning
Image enhancement
Learning systems
Medical imaging
Signal encoding
Auto encoders
Deep learning
Domain adaptions
Feature enhancement
Few-shot learning
Images classification
Learning-based methods
Medical image classification
Target feature
Variational autoencoder
Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Shen, Dinggang
Adobe PDF(1048Kb)
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收藏
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浏览/下载:265/0
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提交时间:2023/11/10
Classification (of information)
Deep learning
Diagnosis
Learning algorithms
Learning systems
Magnetic resonance imaging
Medical imaging
Automatic diagnosis
Brain disorders
Brain functional networks
Convolutional networks
Diagnosis model
Few-shot adaptation
Graph convolutional network
Learning-based methods
Meta-learner
Metalearning
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