Self-supervised learning

A very good lecture by Ishan Misra summarized many self-supervised learning methods. Idea of self-supervised learning is very simple. We are trying to design some pretext tasks where the labels can be obtained for free. And instead of training a model with real task (down stream task), we will pretrain the model with these pretext…

Visualizing CNN

Let’s summarize a couple techniques for visualization. Here all networks are trained to do classification. The simplest one is to randomly black out part of the image and evalute the classification result. For example, the dog score should drop when we black out the dog face. This approach is readily applicable to any classifier regardless…

Why you ought to Get Involved In Crypto Trading

One of the more well-liked forms of forex market on the Net right now is Cryptocurrency Trading or buying Cryptocurrencies. There are several different currencies being bought and sold on this program and they include: Litecoin, Dogecoin, Peercoin, credit, Megadroid, and lots of others. In case you are new to purchasing Cryptocurrencies then it is…