Machine Learning

US FDA Authorizes ‘Paige Prostate’, A Clinical-Grade AI Solution For Prostate Cancer Detection

The US Food and Drug Administration has approved an AI-based software to help medical specialists (pathologists) who analyze body tissues to find suspect spots...

DeepMind Introduces AI-Based ‘Nowcasting’ System: A State-of-the-art Model That Predicts Rain Within The Next 1-2 hours

Weather plays an important role in our everyday lives. Among other weather conditions, rain influences our day-to-day decisions significantly. Weather forecasting has always been...

Microsoft AI Unveils ‘TrOCR’, An End-To-End Transformer-Based OCR Model For Text Recognition With Pre-Trained Models

The problem of text recognition is a long-standing issue in document digitalization. Many current approaches for text recognition are usually built on top of...

Facebook AI Introduces ‘MiniHack’: A Sandbox Framework For Designing Rich And Diverse Environments For Reinforcement Learning (RL)

Reinforcement learning (RL) has recently become a powerful technique widely used for solving challenges of sequential decision-making. Simulation benchmarks mainly drive progress in RL....

Google AI’s New Study Enhance Reinforcement Learning (RL) Agent’s Generalization In Unseen Tasks Using Contrastive Behavioral Similarity Embeddings

Reinforcement learning (RL) is a field of machine learning (ML) that involves training ML models to make a sequence of intelligent decisions to complete...

ByteDance Proposes ‘DyStyle’: A Novel Dynamic Neural Network For Style Editing

In the last few years, AI researchers have been using Generative adversarial networks (GANs) to create images with unprecedented levels of diversity and photorealism,...

Baidu AI Research Releases PLATO-XL: Worldā€™s First Dialogue Generation (NLP) Model Pre-Trained On 11 Billion Parameter

Artificial intelligence (AI) applications have a significant impact on our daily lives, making them easier. One of such applications is AI bots that are...

University of Oxford Researchers Release ‘PASS’ Dataset With 1.4M+ Images (Free From Humans) For Self-Supervised Machine Learning

The development of modern machine learning could not have happened without an extensive research dataset. For quite some time, computer vision has relied on...

Google AI Introduces Translatotron 2 For Robust Direct Speech-To-Speech Translation

The Natural Language Processing (NLP) domain is experiencing remarkable growth in many areas, including search engines, machine translation, chatbots, home assistants and many more....

Scikit-learn, A Python Machine Learning Library, Gets New Feature Updates in Version 1.0

After a long 14 years of development, the latest version-1.0 has been announced for scikit-learn, a Python machine learning library, with major updates and...

OpenAI’s New Machine Learning Model Can Summarize Any Size Book with Human Feedback

OpenAI has developed a new model to study the alignment problem of machine learning. This model can summarize books of any length by creating...

Brit Introduces A Machine Learning Algorithm To Accelerate Post-Catastrophe Claims Response

Brit, a London-based specialty insurer and reinsurer, announced the construction and successful proof-of-concept launch of a unique machine-learning algorithm that uses ultra-high-resolution photography to...

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