Extreme Depth Network (resnet/densenet): Why Skip Connection is effective and other

Source: Internet
Author: User

/* Copyright notice: Can be reproduced arbitrarily, please indicate the original source of the article and the author information . * /


Residual network by introducing the skip connection into the CNN network structure, so that the depth of the web reached the scale of the thousand layers, and its performance in the CNN significantly improved, but why this new structure will take effect? This question is actually a very important question. This ppt summarizes the very deep network-related work, including why ResNet is effective and some of the current possible conclusions.

PPT outline:
? residual NetWork and Skip Connection?? Why effective : Ensemble say ?? very further of the deep network Explore ?? What can be concluded at the moment ?? very several main exploration directions of deep network

Extreme Depth Network (resnet/densenet): Why Skip Connection is effective and other

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.