Learning to Dress: Synthesizing Human Dressing Motion via Deep Reinforcement Learning
https://www.cc.gatech.edu/~aclegg3/projects/LearningToDress.html

FishExplorer

1.5 million neurons, cell-level activity during multiple behaviors
15 TB raw, 56 GB compressed
18 fish whole-brain data, ~100k neurons/fish

Data and code: https://github.com/xiuyechen/fishexplorer

Paper:https://www.sciencedirect.com/science/article/pii/S0896627318308444

#bigdata #brain #datascience #machinelearning #research

Unsolved Problems in AI

https://medium.com/ai-roadmap-institute/unsolved-problems-in-ai-38f4ce18921d @ArtificialIntelligenceArticles

Toward an AI Physicist for Unsupervised Learning

By Tailin Wu (MIT), Max Tegmark (MIT): https://arxiv.org/abs/1810.10525

#ArtificialIntelligence #ComputationalPhysics #DisorderedSystems

book : Deep Learning with JavaScript

by François Chollet , Shanqing Cai, Stanley Bileschi, Eric D. Nielsen https://livebook.manning.com/#!/book/deep-learning-with-javascript/welcome/v-1/0

Open Courses and Textbooks

By Samuel G. Finlayson: https://sgfin.github.io/learning-resources/

#artificialintelligence #bigdata #deeplearning #machinelearning #neuralnetworks

Simple, Distributed, and Accelerated Probabilistic Programming"

https://arxiv.org/abs/1811.02091
Code:https://github.com/google-research/google-research/tree/master/simple_probabilistic_programming/

"Quora Insincere Questions Classification"

Detect toxic content to improve online conversations

Kaggle: https://www.kaggle.com/c/quora-insincere-questions-classification

Driving Computer Vision with Deep Learning"

Blog: https://wayve.ai/blog/2018/10/8/vision-for-driving-with-deep-learning

Machine Learning Videos

By Dustin Tran: https://github.com/dustinvtran/ml-videos

China’s brightest children are being recruited to develop AI ‘killer bots’
https://www.scmp.com/news/china/science/article/2172141/chinas-brightest-children-are-being-recruited-develop-ai-killer

Language GANs Falling Short"

Caccia et al.: https://arxiv.org/pdf/1811.02549.pdf

#artificialintelligence #deeplearning #generativeadversarialnetworks #language #machinelearning

Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks. https://arxiv.org/abs/1811.02628

Open a Github-hosted notebook in Google Colab

Simple browser extension to quickly open GitHub-hosted Jupyter notebooks in Google Colab:https://goo.gl/zLm9jh @ArtificialIntelligenceArticles

Machine learning in medicine: Addressing ethical challenges
https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002689 @ArtificialIntelligenceArticles

Neural scene rendering: Transfer learning to render a fruit still life from photos

By Brett Göhre: https://docs.google.com/presentation/d/182KZT1Qg1rY8qnroDytn-4z5ODFjNSYkfNlwbDJAI-o/

NIPS 2018 Demographics and Inclusion Survey

Results of the NIPS 2018 Demographics & Inclusion Survey: https://github.com/hal3/nips2018survey

#NIPS2018

Gradient Descent Finds Global Minima of Deep Neural Networks"

Du et al.: https://arxiv.org/abs/1811.03804

A Beginner's Guide to the Mathematics of Neural Networks

By A.C.C. Coolen : https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.161.3556&rep=rep1&type=pdf

Machine learning, meet quantum computing

A quantum version of the building block behind neural networks could be exponentially more powerful.
By Emerging Technology from the arXiv: https://www.technologyreview.com/s/612435/machine-learning-meet-quantum-computing/

An Artificial Neuron Implemented on an Actual Quantum Processor, Tacchino et al.:

https://arxiv.org/abs/1811.02266

Videos of the Deep Learning and Reinforcement Learning Summer School, Toronto 2018
https://videolectures.net/DLRLsummerschool2018_toronto @ArtificialIntelligenceArticles