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AI Paper Summary

MIT Researchers Introduce a Machine Learning Technique that can Automatically Describe...

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Even the academics who develop neural networks don't always understand how or why they operate so well, although they can beat humans on specific...

Deepmind Introduces PonderNet, A New AI Algorithm That Allows Artificial Neural...

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Deepmind introduces PonderNet, a new algorithm that allows artificial neural networks to learn to think for a while before answering. This improves the ability...

MIT Researchers Open-Sourced ‘MADDNESS’: An AI Algorithm That Speeds Up Machine...

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Matrix multiplication is one of the essential operations in machine learning (ML). However, these operations are extensively computationally costly due to the extensive use...

Computer Scientists From Rice University Display CPU Algorithm That Trains Deep...

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Computer scientists from Rice University have displayed an artificial intelligence (AI) software that can run on commodity processors and train deep neural networks 15...

Google AI Introduces ‘FLAN’: An Instruction-Tuned Generalizable Language (NLP) Model To...

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To generate meaningful text, a machine learning model needs a lot of knowledge about the world and should have the ability to abstract them....

Cornell and Harvard University Researchers Develops Correlation Convolutional Neural Networks (CCNN):...

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A team of researchers from Cornell and Harvard University introduces a novel approach to parse quantum matter and make crucial data distinctions. This proposed...

DeepMind Introduces It’s Supermodel AI ‘Perceiver’: A Neural Network Model That...

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DeepMind recently released a state-of-the-art deep learning model called Perceiver via a recent paper. It adapts the Transformer to let it consume all the types...

Google AI Researchers Propose A Novel Training Method Called ‘DEEPCTRL’ That...

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As the number and range of their training data grow, deep neural networks (DNNs) provide increasingly accurate outputs. While investing in high-quality, large-scale labeled...

Deepmind Introduces ‘AlphaCode’: A Code Generation System With Advanced Machine Learning...

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Computer programming has become a general-purpose problem-solving tool in our daily lives, industries, and research centers. Yet, it has been proven difficult to incorporate...

LinkedIn Researchers Open-Source ‘FastTreeSHAP’: A Python Package That Enables An Efficient...

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Researchers from LinkedIn open-source the FastTreeSHAP package which is a Python module based on the paper 'Fast TreeSHAP: Accelerating SHAP Value Computation for Trees.'...