Image Classification Networks

I am reading more about diverse topics, so I completely lost track of the grandfather problem: Imagenet Classification. I foud out that ILSVRC 2017 was the last IN competition. Also there were a number of interesting new papers.

This is a list of the “classification architectures” in winning approaches.

How interesting it seems? 2 > 1 > 4 > 5 = 3

Image Classification Networks

Review of latest Imagenet Classfication papers.

You may find interesting:

Unsupervised Domain Adaptation

Unsupervised domain adaptation can be easily extended to semi supervised / supervised approaches.

Graph Neural Networks (Defintions)

Different definitions of Graph Neural Networks

1. Dual Path Network

2. Squeeze-and-Excitation Networks

3. Deep Pyramidal Residual Networks

4. Residual Attention

5. ResNeXt