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

Best of arXiv.org for AI, Machine Learning, and Deep Learning – October 2018
link : https://goo.gl/Mk1cNb @ArtificialIntelligenceArticles

The Revenge of Neurons

By Dominique Cardon, Jean-Philippe Cointet and Antoine Mazières: https://neurovenge.antonomase.fr/

DARCCC: Detecting Adversaries by Reconstruction from Class Conditional Capsules by Nicholas Frosst, Sara Sabour, Geoffrey Hinton https://arxiv.org/abs/1811.06969

Researchers Created an 'AI Physicist' That Can Derive the Laws of Physics in Imaginary Universes by Tailin Wu (MIT), Max Tegmark (MIT) https://arxiv.org/abs/1810.10525

Video recordings of lectures from "Advanced Deep Learning and Reinforcement Learning" by DeepMind
https://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs

Models, Inference & Algorithms (MIA) is a new Broad initiative to support learning and collaboration across the interface of biology and mathematics /statistics / machine learning https://goo.gl/adw5aQ

One NLP model to rule them all

Hierarchical Multi-Task Learning model. SOTA on several NLP tasks Demo: https://huggingface.co/hmtl/
Code: https://github.com/huggingface/hmtl/tree/master/demo

andrew ng : Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
paper : https://goo.gl/xMigX3 or https://goo.gl/VBVhzx

Efficiently measuring a quantum device using machine learning

paper : https://arxiv.org/abs/1810.10042 #ArtificialInteligence #QuantumPhysics #Research #Physics #MachineLearning

If an eye doctor looked at a retinal photo, the chance of getting gender correct would be 50-50.
But deep learning training led to an AUC of 0.97 https://www.nature.com/articles/s41551-018-0195-0