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AI topics to consider at least once

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Various thoughts in AI

AI topics to consider at least once.

Fundermental

Don't forget the basics.

theme paper date note
Representation Learning Representation Learning: A Review and New Perspectives 2012.06
VAE, Flow An Introduction to Variational Autoencoders 2019.06
Attention & Transformer Attention Is All You Need 2017.06 illustrated

By Theme

These are my personal subjective topics.

theme paper date note
floating point Rethinking floating point for deep learning 2018.11 Facebook AI
dnn design pattern Deep Convolutional Neural Network Design Patterns 2016.11 not enough

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AI topics to consider at least once