For people actively working full-time in the field, some of the papers which have simple but powerful ideas, reading the paper for 2 hours (or glancing at the key diagram &#x2F; formula) is enough to implement it.<p>For example:<p>Deep Residual Learning for Image Recognition<p>Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)