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

/* 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