Between NLP, Computer Vision and Speech, where is self-supervised learning used a lot ?

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Junjue Wang

Examples of self-supervised learning include future word prediction, mask word prediction in-painting, colorization, and super-resolution. Self-supervised learning is widely used in the field of NLP, i.e., Word2Vec, BERT, RoBERTa, ALBERT, etc. The CV uses contrastive learning or MAE methods to learn general representation.

Titas De

Thanks Junjue Wang

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