对AutoML比较感兴趣,平时看到的信息太杂,放到一起当一个好的收集器。目前内容还比较少,希望慢慢添加。项目地址:
Rosetta: Understanding text in images and videos with machine learning
Searching toward pareto-optimal device-aware neural architectures
Introducing a New Framework for Flexible and Reproducible Reinforcement Learning...
Safety-first AI for autonomous data centre cooling and industrial control
1. 大神的profile,最近的optimizer search, AutoAugment,device placement, MnasNet, Swish,...
链接:https://distill.pub/2018/differentiable-parameterizations/#section-aligned-in...
视频列表链接:https://www.youtube.com/playlist?list=PLBgogxgQVM9v0xG0QTFQ5PTbNrj8uGSS-
1. Google Cloud Next '18年度大会,宣布AutoML Translate, AutoML Natural Language, Contac...
链接:https://cn.udacity.com/course/self-driving-car-fundamentals-featuring-apollo-...
Artificial Intelligence — The Revolution Hasn’t Happened Yet
链接:https://machinelearning.apple.com/2018/04/16/personalized-hey-siri.html?utm_c...
1. Facebook这周太热闹,因为开F8大会(视频回放在https://www.f8.com/)
1. Google I/O召开大会,个人觉得最有意思的是TPU 3.0和AI冒充真人打电话
Dynamic Control Flow in Large-Scale Machine Learning
Prefrontal cortex as a meta-reinforcement learning system
1. Judea Pearl上次在NIPS有一张令人唏嘘的照片,不过现在他又回来了,发了新书也给了一个访谈,说深度学习就像是curve fitting(我觉得没...
1. MIT脑科学课程视频,虽然跟工程不太一样,但是cognitive science也是很重要
链接:https://blog.twitter.com/engineering/en_us/topics/insights/2018/twittertensor...
Building the Software 2.0 Stack by Andrej Karpathy from Tesla
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