Deep Long-Tailed Learning: A Survey
Author:
Affiliation:
1. School of Computing, National University of Singapore, Singapore
2. ByteDance AI Lab, Shanghai, China
3. SEA AI Lab, Singapore
Funder
NUS ODPRT
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software
Link
http://xplorestaging.ieee.org/ielx7/34/10210213/10105457.pdf?arnumber=10105457
Reference173 articles.
1. Google Landmarks Dataset v2 – A Large-Scale Benchmark for Instance-Level Recognition and Retrieval
2. Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax
3. Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation
4. FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation
5. Balanced-MixUp for Highly Imbalanced Medical Image Classification
Cited by 122 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A prototype-assisted clustered federated learning for big data security and privacy preservation;Future Generation Computer Systems;2024-12
2. Granularity knowledge-sharing supervised contrastive learning framework for long-tailed fault diagnosis of rotating machinery;Knowledge-Based Systems;2024-10
3. A feature space class balancing strategy-based fault classification method in solar photovoltaic modules;Engineering Applications of Artificial Intelligence;2024-10
4. When an extra rejection class meets out-of-distribution detection in long-tailed image classification;Neural Networks;2024-10
5. Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge;Medical Image Analysis;2024-10
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
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3