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True Positive Weekly #8

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True Positive Weekly #8

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

Andriy Burkov
Aug 28, 2020
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True Positive Weekly #8

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Hey! In this issue: recovering an editable 3D object from a photo, music that responds to your feelings, a tutorial on support vector machines, a visual introduction to the structure of a neural network, liabilities and risks associated with AI, and more.

  • AutoSweep: recovering 3D editable objects from a single photograph (paper, video)

  • AI could generate music on the fly to respond to your feelings

  • Podcast: identifying and mitigating liabilities and risks associated with AI

  • DeepFaceDrawing generates photorealistic portraits from freehand sketches

  • A tutorial on Support Vector Machines

  • Stochastic Weight Averaging, a simple procedure that improves generalization in deep learning is now part of PyTorch 1.6

  • A visual introduction to the structure of a neural network (plus an awesome video)

  • A clarification of misconceptions, myths and desired status of artificial intelligence

  • An overview of deep learning architectures in the few-shot learning domain

  • Grading on a curve? Why AI systems test brilliantly but stumble in real life

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