IDEAS ON THIS TOPIC
“The person who masters himself through self-control and discipline is truly undefeatable”.
The idea of self control is vast. Self control is hard to practice though we try to apply every rule of self control in our day to day life. Why self control is important and in what ways you can achieve it it's given in following idea! Peace ☮️
Labelled data is expensive, which makes benefiting from the current success in supervised learning unfeasible for smaller companies.
However, good representations can be learned without any task-specific information from raw data.
In self-supervised learning, labels are generated artificially. A common approach is to take multiple augmented views from the same source and contrast them to different sources.
Many papers have proven that simply increasing the similarity (decreasing the distance in the embedding space) of such views from the same source can lead to strong representations.
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