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ALBERT Model for Self-Supervised Learning

Analytics Vidhya

Source: Canva Introduction In 2018, Google AI researchers came up with BERT, which revolutionized the NLP domain. Later in 2019, the researchers proposed the ALBERT (“A Lite BERT”) model for self-supervised learning of language representations, which shares the same architectural backbone as BERT. The key […].

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Self Supervised Learning Models to Predict Early COVID-19 Deterioration by Facebook AI

Analytics Vidhya

ArticleVideos Overview Facebook AI and NYU Health Predictive Unit have developed machine learning models that can help doctors predict how a patient’s condition may. The post Self Supervised Learning Models to Predict Early COVID-19 Deterioration by Facebook AI appeared first on Analytics Vidhya.

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From Supervised Learning to Contextual Bandits: The Evolution of AI Decision-Making

Towards AI

Originally published on Towards AI. Supervised Learning: Train once, deploy static model; Contextual Bandits: Deploy once, allow the agent to adapt actions based on content and its corresponding reward. This blog explores the differences between supervised learning and contextual bandits.

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DinoV2: Most Advanced Self-Taught Vision Model by Meta

Analytics Vidhya

Meta AI has announced the launch of DinoV2, an open-source, self-supervised learning model. It is a vision transformer model for computer vision tasks, built upon the success of its predecessor, DINO.

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Generative vs Discriminative AI: Understanding the 5 Key Differences

Data Science Dojo

In the recent discussion and advancements surrounding artificial intelligence, there’s a notable dialogue between discriminative and generative AI approaches. These methodologies represent distinct paradigms in AI, each with unique capabilities and applications. What is Generative AI?

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The Marvels of Generative AI: Key Concepts and Use Cases

Data Science Dojo

This isn’t the plot of a sci-fi novel but the reality of generative artificial intelligence (AI). Generative AI is transforming how we approach creativity and problem-solving across various sectors. What is Generative AI? For example, in biotechnology, generative AI can design novel protein sequences for therapies.

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A Gentle Introduction to RoBERTa

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction In 2018 Google AI released a self-supervised learning model […]. The post A Gentle Introduction to RoBERTa appeared first on Analytics Vidhya.