研究论文

Multi-distance metric network for few-shot learning

Farong Gao, Lijie Cai, Zhangyi Yang, Shiji Song, Cheng Wu

Hangzhou Dianzi University　Tsinghua University

来源International Journal of Machine Learning and Cybernetics

年份2022

DOI10.1007/s13042-022-01539-1

原文https://doi.org/10.1007/s13042-022-01539-1

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逐年被引趋势

630

623

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被引次数 · OpenAlex

2.43

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同类平均 = 1

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学术脉络

学科主题

计算机 / AI

Domain Adaptation and Few-Shot Learning

COVID-19 diagnosis using AI · Human Pose and Action Recognition

参考文献 31

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016

被引 55,753

CNN Features Off-the-Shelf: An Astounding Baseline for Recognition

Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan · 2014

被引 4,365

FaceNet: A unified embedding for face recognition and clustering

Florian Schroff, Dmitry Kalenichenko, James Philbin · 2015

被引 11,514

此处列出前 3 条

引用本文 21

Enhancing few-shot image classification through learnable multi-scale embedding and attention mechanisms

Fatemeh Askari, Amirreza Fateh, Mohammad Reza Mohammadi · Neural Networks · 2025

被引 40

Label smoothing and task-adaptive loss function based on prototype network for few-shot learning

Farong Gao, Xingsheng Luo, Zhangyi Yang · Neural Networks · 2022

被引 32

Automatic pavement texture recognition using lightweight few-shot learning

Shuo Pan, Hai Yan, Zhuo Liu · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2023

被引 22

按被引量排序，此处列出前 3 条