Discerning Self-supervised Learning and Weakly Supervised Learning
Keywords: Self-Supervised Learning, Weakly Supervised Learning
TL;DR: We define the two very popular terms namely Self Supervised Learning and Weakly Supervised Learning as they are commonly used. interchangeably.
Abstract: The AI community has been a very rapidly growing community producing a vast amount of research in a very short span of time. These researches generate a lot of new methods and terminologies. With this scale of developments, it is very difficult to keep track of terminologies, and under such conditions even more difficult to standardize the definitions. In the wake of such scenarios, we try to perform a detailed study of some terminologies in representation learning and form standard definitions of them. With this work, we establish a clear distinction between the concepts of Self-supervised learning and Weakly supervised learning.
Submission Number: 137
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