Cellular automata as convolutional neural networks"
By William Gilpin: https://arxiv.org/abs/1809.02942
#CellularAutomata #NeuralNetworks #NeuralComputing #EvolutionaryComputing #ComputationalPhysics
By William Gilpin: https://arxiv.org/abs/1809.02942
#CellularAutomata #NeuralNetworks #NeuralComputing #EvolutionaryComputing #ComputationalPhysics
arXiv.org
Cellular automata as convolutional neural networks
Deep learning techniques have recently demonstrated broad success in predicting complex dynamical systems ranging from turbulence to human speech, motivating broader questions about how neural...
GAN Lab: Play with Generative Adversarial Networks (GANs) in your browser!
By created by Minsuk Kahng, Nikhil Thorat, Polo Chau, Fernanda Viégas, and Martin Wattenberg: https://poloclub.github.io/ganlab/
Research paper: https://minsuk.com/research/papers/kahng-ganlab-vast2018.pdf
#AI #ArtificialIntelligence #DeepLearning #GenerativeAdversarialNetworks
By created by Minsuk Kahng, Nikhil Thorat, Polo Chau, Fernanda Viégas, and Martin Wattenberg: https://poloclub.github.io/ganlab/
Research paper: https://minsuk.com/research/papers/kahng-ganlab-vast2018.pdf
#AI #ArtificialIntelligence #DeepLearning #GenerativeAdversarialNetworks
UC Berkeley Graduate Receives ACM Doctoral Dissertation Award
https://www.acm.org/media-center/2019/may/dissertation-award-2018
https://www.acm.org/media-center/2019/may/dissertation-award-2018
Deep Compressed Sensing
Wu et al.: https://arxiv.org/pdf/1905.06723.pdf
#deeplearning #generativeadversarialnetworks #technology
Wu et al.: https://arxiv.org/pdf/1905.06723.pdf
#deeplearning #generativeadversarialnetworks #technology
Sam Altman’s leap of faith
“We’ve made a soft promise to investors that, ‘Once we build a generally intelligent system, that basically we will ask it to figure out a way to make an investment return for you.'” - Sam Altman
Article by Connie Loizos: https://techcrunch.com/2019/05/18/sam-altmans-leap-of-faith/
#ArtificialIntelligence #AGI #ArtificialGeneralIntelligence #OpenAI #ReinforcementLearning
“We’ve made a soft promise to investors that, ‘Once we build a generally intelligent system, that basically we will ask it to figure out a way to make an investment return for you.'” - Sam Altman
Article by Connie Loizos: https://techcrunch.com/2019/05/18/sam-altmans-leap-of-faith/
#ArtificialIntelligence #AGI #ArtificialGeneralIntelligence #OpenAI #ReinforcementLearning
TechCrunch
Sam Altman’s leap of faith
Earlier this year, founder-investor Sam Altman left his high-profile role as the president of Y Combinator to become the CEO of OpenAI, an AI research outfit that was founded by some of the most prominent people in the tech industry in late 2015. The idea:…
AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
Qian et al.: https://arxiv.org/abs/1905.05879
Demo: https://auspicious3000.github.io/autovc-demo/
#ArtificialIntelligence #DeepLearning #MachineLearning
Qian et al.: https://arxiv.org/abs/1905.05879
Demo: https://auspicious3000.github.io/autovc-demo/
#ArtificialIntelligence #DeepLearning #MachineLearning
arXiv.org
AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
Non-parallel many-to-many voice conversion, as well as zero-shot voice conversion, remain under-explored areas. Deep style transfer algorithms, such as generative adversarial networks (GAN) and...
iNLTK
Natural Language Toolkit for Indic Languages
GitHub, by Gaurav Arora: https://github.com/goru001/inltk
#deeplearning #naturallanguageprocessing #NLP
Natural Language Toolkit for Indic Languages
GitHub, by Gaurav Arora: https://github.com/goru001/inltk
#deeplearning #naturallanguageprocessing #NLP
GitHub
GitHub - goru001/inltk: Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks…
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need - goru001/inltk
The AI Supply Chain Runs on Ignorance
By Sidney Fussell : https://www.theatlantic.com/technology/archive/2019/05/ever-strava-ai-human-ignorance/589306/
#AISupplyChain #ArtificialIntelligence #SupplyChainTech
By Sidney Fussell : https://www.theatlantic.com/technology/archive/2019/05/ever-strava-ai-human-ignorance/589306/
#AISupplyChain #ArtificialIntelligence #SupplyChainTech
Ford government slashes funding to research institutes focused on artificial intelligence
By Kate Allen:
https://www.thestar.com/news/gta/2019/05/19/ford-government-slashes-funding-to-research-institutes-focused-on-artificial-intelligence.html https://t.iss.one/ArtificialIntelligenceArticles
#ArtificialIntelligence #Ontario #Canada #Research
By Kate Allen:
https://www.thestar.com/news/gta/2019/05/19/ford-government-slashes-funding-to-research-institutes-focused-on-artificial-intelligence.html https://t.iss.one/ArtificialIntelligenceArticles
#ArtificialIntelligence #Ontario #Canada #Research
Check out our new #GAN work on person re-id. Training data is one of the keys to deep learning😈. Given N images, our #cvpr19 oral paper could generate O(NxN) high-fidelity images for training.
Paper link: https://arxiv.org/abs/1904.07223
Full Video: https://www.youtube.com/watch?v=ubCrEAIpQs4
#NVIDIA #UTS #ANU
Paper link: https://arxiv.org/abs/1904.07223
Full Video: https://www.youtube.com/watch?v=ubCrEAIpQs4
#NVIDIA #UTS #ANU
arXiv.org
Joint Discriminative and Generative Learning for Person Re-identification
Person re-identification (re-id) remains challenging due to significant intra-class variations across different cameras. Recently, there has been a growing interest in using generative models to...
Alex Conneau defends his PhD at FAIR-Paris.
He and Guillaume Lample showed that completely-unsupervised language translation is feasible.
Their latest work on unsupervised training of large multilingual transformer auto-encoders can be found here: https://arxiv.org/abs/1901.07291
He and Guillaume Lample showed that completely-unsupervised language translation is feasible.
Their latest work on unsupervised training of large multilingual transformer auto-encoders can be found here: https://arxiv.org/abs/1901.07291
arXiv.org
Cross-lingual Language Model Pretraining
Recent studies have demonstrated the efficiency of generative pretraining for English natural language understanding. In this work, we extend this approach to multiple languages and show the...
Top 100 trending repository of GitHub for Deep learning
https://github.com/mbadry1/Trending-Deep-Learning
https://github.com/mbadry1/Trending-Deep-Learning
GitHub
GitHub - mbadry1/Trending-Deep-Learning: Top 100 trending deep learning repositories sorted by the number of stars gained on a…
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day. - mbadry1/Trending-Deep-Learning
SinGAN: Learning a Generative Model from a Single Natural Image
Shaham et al.: https://arxiv.org/abs/1905.01164v1
#ArtificialIntelligence #DeepLearning #GenerativeAdversarialNetworks
Shaham et al.: https://arxiv.org/abs/1905.01164v1
#ArtificialIntelligence #DeepLearning #GenerativeAdversarialNetworks
Code of conduct for using Artificial Intelligence in healthcare
#artificialintelligence #healthtech #healthcare #codeofconduct #ethics
https://www.nature.com/articles/s42256-019-0056-x.epdf
#artificialintelligence #healthtech #healthcare #codeofconduct #ethics
https://www.nature.com/articles/s42256-019-0056-x.epdf
Nature Machine Intelligence
Code of conduct for using AI in healthcare
Effy Vayena runs a lab at ETH Zürich that studies ethics, legal and social implications of precision medicine and digital health. We asked her views on the code of conduct for using artificial intelligence (AI) systems in healthcare, recently published by…
Time for a new approach for studying AI?
https://www.digitaljournal.com/tech-and-science/technology/time-for-a-new-approach-for-studying-ai/article/549557
https://www.digitaljournal.com/tech-and-science/technology/time-for-a-new-approach-for-studying-ai/article/549557
Digital Journal
Time for a new approach for studying AI?
As artificial intelligence develops the effect of algorithms and machine learning pervade more sectors of society. To understand what is happening needs a new multidisciplinary approach, according to CIFAR researchers.
CompILE: Compositional Imitation Learning and Execution
Kipf et al.: https://arxiv.org/abs/1812.01483
Code: https://github.com/tkipf/compile
#ArtificialIntelligence #DeepLearning #MachineLearning
Kipf et al.: https://arxiv.org/abs/1812.01483
Code: https://github.com/tkipf/compile
#ArtificialIntelligence #DeepLearning #MachineLearning
International Conference on Robotics and Automation
May 20-24, 2019,
Web: www.icra2019.org
#ArtificialIntelligence #ICRA #ICRA2019 #Robotics #Montreal
May 20-24, 2019,
Web: www.icra2019.org
#ArtificialIntelligence #ICRA #ICRA2019 #Robotics #Montreal
"Evolving Rewards to Automate Reinforcement Learning"
Faust et al.: https://arxiv.org/abs/1905.07628
#AutoRL #MachineLearning #ReinforcementLearning
Faust et al.: https://arxiv.org/abs/1905.07628
#AutoRL #MachineLearning #ReinforcementLearning
https://www.quantamagazine.org/hidden-heroines-of-chaos-ellen-fetter-and-margaret-hamilton-20190520/ Massachusetts Institute of Technology (MIT)
Quanta Magazine
The Hidden Heroines of Chaos
Two women programmers played a pivotal role in the birth of chaos theory. Their previously untold story illustrates the changing status of computation in science.