Essam Wisam

AI

An Intuitive Overview of Weak Supervision

This is probably the solution to your next NLP problem. Essam Wisam · Follow Published in Towards Data Science · 8 min read · 1 day ago — In this story we introduce and broadly explore the topic of weak supervision in machine learning. Weak supervision is one learning paradigm in machine learning that started gaining notable attention in recent years. To wrap it up in a nutshell, full supervision requires that we have a

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AI

From Vision Transformers to Masked Autoencoders in 5 Minutes

A Straightforward Guide on How NLP Tasks Generalize to Computer Vision Essam Wisam · Follow Published in Towards Data Science · 7 min read · 1 day ago — Nearly all natural language processing tasks which range from language modeling and masked word prediction to translation and question-answering were revolutionized as the transformer architecture made its debute in 2017. It didn’t take more than 2–3 years for transformers to also excel in computer vision tasks.

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