Transferability Metrics for Selecting Source Model Ensembles

Author:

Agostinelli Andrea1,Uijlings Jasper1,Mensink Thomas1,Ferrari Vittorio1

Affiliation:

1. Google Research

Publisher

IEEE

Reference80 articles.

1. Wider or Deeper: Revisiting the ResNet Model for Visual Recognition

2. Visual Localization by Learning Objects-Of-Interest Dense Match Regression

3. isaid: A large-scale dataset for instance segmentation in aerial images;zamir;CVPR Workshops,0

4. On the sur-prising efficiency of committee-based models;xiaofang;ArXiv,2020

5. LogME: Practical assessment of pre-trained models for transfer learning;you;ICML,2021

Cited by 5 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 Bag-of-Prototypes Representation for Dataset-Level Applications;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR);2023-06

2. Domain Adaptation for Network Performance Modeling with and without Labeled Data;NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium;2023-05-08

3. Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation;Lecture Notes in Computer Science;2023

4. How Stable Are Transferability Metrics Evaluations?;Lecture Notes in Computer Science;2022

5. Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space;Lecture Notes in Computer Science;2022

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

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