Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data
Author:
Affiliation:
1. A*STAR,Institute for Infocomm Research,Singapore
2. National University of Singapore,School of Computing,Singapore
Funder
National Research Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9706406/9706408/09706839.pdf?arnumber=9706839
Reference30 articles.
1. Knowledge extraction with no observable data;yoo;NIPS,2019
2. Robustness and Diversity Seeking Data-Free Knowledge Distillation
3. The Knowledge Within: Methods for Data-Free Model Compression
4. Distilling the knowledge in a neural network;hinton,2015
5. Auto-encoding variational bayes;kingma,2013
Cited by 14 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. Unpacking the Gap Box Against Data-Free Knowledge Distillation;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-09
2. AdaDFKD: Exploring adaptive inter-sample relationship in data-free knowledge distillation;Neural Networks;2024-09
3. Memory-Efficient Continual Learning Object Segmentation for Long Videos;IEEE Access;2024
4. Robust Heterogeneous Federated Learning via Data-Free Knowledge Amalgamation;Lecture Notes in Computer Science;2024
5. Adaptive Knowledge Distillation for Classification of Hand Images Using Explainable Vision Transformers;Lecture Notes in Computer Science;2024
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