Few-Shot Learning Based on Information Geometry-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Few-Shot Learning Based on Information Geometry

Published:2023-11-17 Issue: Volume: Page:8311-8316
ISSN:
Container-title:2023 China Automation Congress (CAC)
language:
Short-container-title:

Author:

Chen Jiacheng¹,Fu Yao²,Wang Tian³,Liu Deyuan⁴,Wang Jian⁵,Snoussi Hichem⁶

Affiliation:

1. Institute of Artificial Intelligence, Beihang University,Beijing,China

2. Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences,Changchun,China

3. Institute of Artificial Intelligence, SKLSDE, Beihang University,Zhongguancun Laboratory,Beijing,China

4. School of Automation Science and Electrical Engineering, Beihang University,Beijing,China

5. School of Computer Science Wuhan University,Wuhan,China

6. University of Technology of Troyes,Laboratory of Computer Science and Digital Society,Troyes,France

Funder

National Natural Science Foundation of China

Beijing Nova Program

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10450150/10449968/10451528.pdf?arnumber=10451528

Reference17 articles.

1. Meta-learning for semi-supervised few-shot classification;Ren

2. FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning

3. Diversity helps: Unsupervised few-shot learning via distribution shift-based data augmentation;Qin;arXiv preprint,2020

4. Disentangled Feature Representation for Few-Shot Image Classification

5. Few-Shot Classification with Feature Map Reconstruction Networks

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP