
增量学习
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增量学习
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增量学习-02-Essentials for Class Incremental Learning-CVPR2021
Essentials for Class Incremental Learning-CVPR2021Poster:https://www.youtube.com/watch?v=B2HJH5HGLPw原创 2021-07-04 23:23:57 · 862 阅读 · 1 评论 -
增量学习-03-Riemannian Walk for Incremental Learning:Understanding Forgetting and Intransigence
也许阅读这篇文章需要先阅读EWC 和PI 两篇文献。We present RWalk, a generalization of EWC++ (our efficient version ofEWC[7]) and Path Integral [26] with a theoretically grounded KL-divergence based perspective.一些概念:EWC: regularized by a second-order approximation of the K原创 2021-10-10 22:43:10 · 981 阅读 · 0 评论 -
增量学习-01-Learning a Unified Classifier Incrementally via Rebalancing (CVPR2019)
写在前面目前已经是研一下班学年行至末尾了,感觉自己看了很多方向的论文,但又缺乏梳理,希望以这篇论文作为开始,养成记录、总结的好习惯。目录OverviewMotivationContributionMethodPerformancecode:https://github.com/mmasana/FACILhttps://github.com/hshustc/CVPR19_Incremental_LearningOverview(一句话概括文章方法).原创 2021-10-11 20:47:41 · 2648 阅读 · 2 评论