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The Wild Week in AI - Top ML projects of last year; Adversarial psychedelic stickers; RL control suite; and more

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The Wild Week in AI

January 8 · Issue #73 · View online
The Wild Week in AI is a weekly AI & Deep Learning newsletter curated by @dennybritz.

If you enjoy the newsletter, please consider sharing it on Twitter, Facebook, etc! Really appreciate the support :)

This Week's Sponsor: Whisper.ai
Whisper.ai builds hearing aids which use deep learning to amplify only the voices and sounds of interest in <10ms realtime. Whisper has 10x the noise reduction of existing products, has the Apple AirPods architect leading hardware, is well-funded by Sequoia Capital, and is working to help +360MM people hear clearly again.
Technical problems include mapping spectrograms to a separable embedding space, model compression, perceptual/adversarial loss functions, and embedded hardware optimization. We’re a small team looking for top engineers excited to advance audio deep learning and help redefine a human sense. You can apply here or email us directly at jobs@whisper.ai.
News
TensorFlow 1.5.0 Release
Results from Best of Machine Learning 2017 Reddit Survey
Posts, Articles, Tutorials
A Sticker tricks Networks into classifying anything as a toaster
30 Amazing Machine Learning Projects for the Past Year
MIT 6.S094: Deep Learning for Self-Driving Cars (Lectures)
AI in drug discovery is overhyped
Physical Adversarial Examples against Deep Neural Networks
Code, Projects & Data
DeepMind Control Suite and Control Package Code
Facebook AI Research Automatic Speech Recognition Toolkit
A customizable gym environment for maze/gridworld
Automated Bug Triaging
Highlighted Research Papers
[1712.09665] Adversarial Patch
[1801.00631] Deep Learning: A Critical Appraisal
[1801.00690] DeepMind Control Suite
[1801.01078v1] Recent Advances in Recurrent Neural Networks
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