Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning
Author:
Affiliation:
1. School of Electronic and Computer Engineering, Peking University
2. School of Computer Science, Peking University
3. National University of Singapore
Funder
National Key R&D Program of China
National Natural Science Foundation of China
China Postdoctoral Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10203037/10203050/10204735.pdf?arnumber=10204735
Reference58 articles.
1. Large margin deep networks for classification;elsayed;NeurIPS,0
2. Class-incremental learning via dual augmentation;zhu;NeurIPS,0
3. Few-Shot Class-Incremental Learning via Relation Knowledge Distillation
4. Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks
5. Unsupervised representation learning by predicting image rotations;gidaris;ArXiv Preprint,2018
Cited by 18 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 cognition-driven framework for few-shot class-incremental learning;Neurocomputing;2024-10
2. Few-Shot Class-Incremental SAR Target Recognition via Decoupled Scattering Augmentation Classifier;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07
3. Few-Shot Class-Incremental Learning with Class Centers and Contrastive Learning for Incremental Vehicle Recognition;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30
4. Class similarity weighted knowledge distillation for few shot incremental learning;Neurocomputing;2024-06
5. Causal Inference-based Few-Shot Class-Incremental Learning;Proceedings of the 2024 International Conference on Multimedia Retrieval;2024-05-30
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