Learn Anything Online

26 Best Advanced Resources

Learn Anything Online features the best resources for learning about advanced. Learn from the best resources on the web, curated by us to ensure the highest quality.

Free

5 months ago

Kolmogorov Complexity and Algorithmic Randomness
A. Shen · V. A. Uspensky · N. Vereshchagin
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Machine Super Intelligence
Shane Legg
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

A tutorial introduction to the minimum description length principle
Peter Grünwald
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Scaling Laws for Neural Language Models
Jared Kaplan · Sam McCandlish · Tom Henighan · Tom B. Brown · Benjamin Chess · Rewon Child · Scott Gray · Alec Radford · Jeffrey Wu · Dario Amodei
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
Andrew Ng · Dario Amodei · Rishita Anubhai · Eric Battenberg · Carl Case · Jared Casper · Bryan Catanzaro · Jingdong Chen · Mike Chrzanowski · Adam Coates · Greg Diamos · Erich Elsen · Jesse Engel · Linxi Fan · Christopher Fougner · Tony Han · Awni Hannun · Billy Jun · Patrick LeGresley · Libby Lin · Sharan Narang · Sherjil Ozair · Ryan Prenger · Jonathan Raiman · Sanjeev Satheesh · David Seetapun · Shubho Sengupta · Yi Wang · Zhiqian Wang · Chong Wang · Bo Xiao · Dani Yogatama · Jun Zhan · Zhenyao Zhu
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Neural Turing Machines
Alex Graves · Greg Wayne · Ivo Danihelka
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Quantifying the Rise and Fall of Complexity in Closed Systems: The Coffee Automation
Scott Aaronson · Sean M. Carroll · Lauren Ouellete
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Relational recurrent neural networks
Mike Chrzanowski · Adam Santoro · Ryan Faulkner · David Raposo · Jack Rae · Théophane Weber · Daan Wierstra · Oriol Vinyals · Razvan Pascanu · Timothy Lillicrap
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Variational Lossy Autoencoder
Xi Chen · Diederik P. Kingma · Tim Salimans · Yan Duan · Prafulla Dhariwal · John Schulman · Ilya Sutskever · Pieter Abbeel
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

A simple neural network module for relational reasoning
Mateusz Malinowski · Adam Santoro · David Raposo · Timothy Lillicrap · David G.T. Barrett · Rasvan Pascanu · Peter Battaglia
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Identity Mappings in Deep Residual Networks
Kaiming He · Xiangyu Zhang · Shaoqing Ren · Jian Sun
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Neural Machine Translation by Jointly Learning to Align and Translate
Yoshua Bengio · Dzmitry Bahdanau · KyungHyun Cho
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Attention Is All You Need
Ashish Vaswani · Noam Shazeer · Niki Parmar · Jakob Uszkoreit · Llion Jones · Aidan N. Gomez · Łukasz Kaiser · Illia Polosukhin
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Neural Message Passing for Quantum Chemistry
Oriol Vinyals · Justin Gilmer · Samuel S. Schoenholz · Patrick F. Riley · George E. Dahl
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Multi-Scale Context Aggregation by Dilated Convolutions
Fisher Yu · Vladlen Koltun
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Deep Residual Learning for Image Recognition
Kaiming He · Xiangyu Zhang · Shaoqing Ren · Jian Sun
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

CS231n Convolutional Neural Networks for Visual Recognition
Standford University
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
Yanping Huang · Youlong Cheng · Ankur Bapna · Orhan Firat · Mia Xu Chen · Dehao Chen · HyoukJoong Lee · Jiquan Ngiam · Quoc V. Le · Yonghui Wu · Zhifeng Chen
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Order Matters: Sequence to sequence for sets
Oriol Vinyals · Samy Bengio · Manjunath Kudlur
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

ImageNet Classification with Deep Convolutional Neural Networks
Ilya Sutskever · Alex Krizhevsky · Geoffrey E. Hinton
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Pointer Networks
Oriol Vinyals · Meire Fortunato · Navdeep Jaitly
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Keeping NN Simple by Minimizing the Description Legnth of the Weights
Geoffrey E. Hinton · Drew van Camp
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Recurrent Neural Network Regularization
Oriol Vinyals · Ilya Sutskever · Wojciech Zaremba
Suggested reading from Ilya Sutskever, OpenAI’s chief scientist, for John Carmack.
Free

5 months ago

Understanding LSTM Networks -- colah's blog
Christopher Olah
LSTMs are crucial for learning long-term dependencies in recurrent neural networks.
Free

5 months ago

The Unreasonable Effectiveness of Recurrent Neural Networks
Andrei Karpathy
Explore the magical outputs and robustness of Recurrent Neural Networks in various data formats.
Free

5 months ago

The First Law of Complexodynamics
Scott Aaronson
Discusses the complexity and entropy relationship in a physical systems' evolution.

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