JavaShuo
欄目
標籤
Why do deep convolutional networks generalize so poorly to small image transformations?
時間 2020-12-27
原文
原文鏈接
CVPR2018 論文地址:https://arxiv.org/abs/1805.12177 論文主要內容:研究爲什麼現代流行的深度學習模型(如VGG16,ResNet50,InceptionResNetV2)對微小的圖像變換(包括尺度,平移, 幾個像素改變)不具有不變性,即網絡的泛化能力不好。 作者結論:這種不變性與深度網絡中的subsampling操作及數據集存在的bias有關
>>阅读原文<<
相關文章
1.
Why do deep convolutional networks generalize so poorly to small image transformations?論文筆記
2.
[深度學習論文筆記][arxiv 1805] Why do deep convolutional networks generalize so poorly to small image transf
3.
Everything that Works Works Because it's Bayesian: Why Deep Nets Generalize?
4.
VGG--VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
5.
A Beginner's Guide To Understanding Convolutional Neural Networks - Part 2
6.
Very Deep Convolutional Networks for Large-Scale Image Recognition
7.
Geoffrey Hinton's Capsule Networks: A Novel Approach to Deep Learning
8.
why deep learning works
9.
Accurate Image Super-Resolution Using Very Deep Convolutional Networks
10.
【轉】A Beginner's Guide To Understanding Convolutional Neural Networks
更多相關文章...
•
Scala do...while 循環
-
Scala教程
•
C# do...while 循環
-
C#教程
•
使用阿里雲OSS+CDN部署前端頁面與加速靜態資源
•
Docker容器實戰(七) - 容器眼光下的文件系統
相關標籤/搜索
networks
generalize
poorly
transformations
convolutional
small
image
deep
c#image
to@8
0
分享到微博
分享到微信
分享到QQ
每日一句
每一个你不满意的现在,都有一个你没有努力的曾经。
最新文章
1.
Window下Ribbit MQ安裝
2.
Linux下Redis安裝及集羣搭建
3.
shiny搭建網站填坑戰略
4.
Mysql8.0.22安裝與配置詳細教程
5.
Hadoop安裝及配置
6.
Python爬蟲初學筆記
7.
部署LVS-Keepalived高可用集羣
8.
keepalived+mysql高可用集羣
9.
jenkins 公鑰配置
10.
HA實用詳解
本站公眾號
歡迎關注本站公眾號,獲取更多信息
相關文章
1.
Why do deep convolutional networks generalize so poorly to small image transformations?論文筆記
2.
[深度學習論文筆記][arxiv 1805] Why do deep convolutional networks generalize so poorly to small image transf
3.
Everything that Works Works Because it's Bayesian: Why Deep Nets Generalize?
4.
VGG--VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION
5.
A Beginner's Guide To Understanding Convolutional Neural Networks - Part 2
6.
Very Deep Convolutional Networks for Large-Scale Image Recognition
7.
Geoffrey Hinton's Capsule Networks: A Novel Approach to Deep Learning
8.
why deep learning works
9.
Accurate Image Super-Resolution Using Very Deep Convolutional Networks
10.
【轉】A Beginner's Guide To Understanding Convolutional Neural Networks
>>更多相關文章<<