Deep Mind

AI Mathematics

This is a game changer! (AlphaTensor by DeepMind explained)

Matrix multiplication is the most used mathematical operation in all of science and engineering. Speeding this up has massive consequences. Thus, over the years, this operation has become more and more optimized. A fascinating discovery was made when it was shown that one actually needs less than N^3 multiplication operations to multiply to NxN matrices. […]

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AI Natural Language Processing

AlphaCode Explained: AI Code Generation

AlphaCode is DeepMind’s new massive language model for generating code. It is similar to OpenAI Codex, except for in the paper they provide a bit more analysis. The field of NLP within AI and ML has exploded get a lot more papers all the time. Hopefully this video can help you understand how AlphaCode works […]

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AI

End-to-End Adversarial Text-to-Speech

Text-to-speech engines are usually multi-stage pipelines that transform the signal into many intermediate representations and require supervision at each step. When trying to train TTS end-to-end, the alignment problem arises: Which text corresponds to which piece of sound? This paper uses an alignment module to tackle this problem and produces astonishingly good sound. Paper: https://arxiv.org/abs/2006.03575 […]

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AI Deep Learning

Deep Learning New Frontiers

MIT Introduction to Deep Learning 6.S191: Lecture 6 with Ava Soleimany. Subscribe to stay up to date with new deep learning lectures at MIT, or follow us @MITDeepLearning on Twitter and Instagram to stay fully-connected!! Lecture Outline 0:00 – Introduction 0:58 – Course logistics 3:59 – Upcoming guest lectures 5:35 – Deep learning and expressivity […]

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AI Generative AI

AI Animation Tutorial

Ben Marriott uses the style-transfer software EbSynth on animated footage to see if you really can change the style using a single reference frame. EbSynth is technically not an artificial intelligence software, It uses style transfer to get its results. I put AI in the title and thumbnail because it does what most people would […]

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AI Generative AI

DeepMind’s New Dreams Up Videos on Many Topics

In this video, Two Minute Papers explores the paper “Efficient Video Generation on Complex Datasets.”

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AI Machine Learning

The Power of Self-Learning Systems

In this video from a recent talk at MIT, Demis Hassabis discusses the capabilities and power of self-learning systems. He illustrates this with reference to some of DeepMind’s recent breakthroughs, and talks about the implications of cutting-edge AI research for scientific and philosophical discovery. What’s more impressive, is Demis’ biography. From the description: Speaker Biography: […]

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