True Positive Weekly

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True Positive Weekly #59

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True Positive Weekly #59

The most important artificial intelligence and machine learning links of the week

Andriy Burkov
May 26, 2022
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True Positive Weekly #59

aiweekly.substack.com

Hey, in this issue: a new (and awesome!) text-to-image synthesis model from Google; accelerated PyTorch training on Mac; a backdoor problem of machine learning; a tutorial on automatic differentiation; lessons from deploying deep learning to production; applying BERT to speech data; and more.

This issue is sponsored by MLOps World.

  • [Google] Imagen, a new text-to-image synthesis model that can generate photorealistic images from text

  • [MIT] Hydra: a real-time spatial perception engine for 3D scene graph construction and optimization

  • Introducing accelerated PyTorch training on Mac

  • Machine learning has a backdoor problem

  • [Sponsored] Join the world's first and largest gathering on MLOps taking place! See how top teams deploy & sustain models in prod!

  • [Tutorial] Automatic differentiation: forward and reverse

  • [The Gradient] Lessons from deploying deep learning to production

  • [Project] A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

  • [The Gradient] An illustrated tour of applying BERT to speech data

Enjoy the newsletter? Help us make it bigger and better by sharing it with your colleagues and friends.

Have a nice weekend! See you next week. — Andriy

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True Positive Weekly #59

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