Using Deep Learning to Annotate the Protein Universe
Bileschi et al.: https://biorxiv.org/cgi/content/short/626507v1
#ArtificialIntelligence #Biology #DeepLearning #Technology
Bileschi et al.: https://biorxiv.org/cgi/content/short/626507v1
#ArtificialIntelligence #Biology #DeepLearning #Technology
bioRxiv
Using Deep Learning to Annotate the Protein Universe
Understanding the relationship between amino acid sequence and protein function is a long-standing problem in molecular biology with far-reaching scientific implications. Despite six decades of progress, state-of-the-art techniques cannot annotate 1/3 of…
Microsoft launches a drag-and-drop machine learning tool
Article by Frederic Lardinois: https://techcrunch.com/2019/05/02/microsoft-launches-a-drag-and-drop-machine-learning-tool-and-hosted-jupyter-notebooks/
#ArtificialIntelligence #DeepLearning #MachineLearning
Article by Frederic Lardinois: https://techcrunch.com/2019/05/02/microsoft-launches-a-drag-and-drop-machine-learning-tool-and-hosted-jupyter-notebooks/
#ArtificialIntelligence #DeepLearning #MachineLearning
TechCrunch
Microsoft launches a drag-and-drop machine learning tool
Microsoft today announced three new services that all aim to simplify the process of machine learning. These range from a new interface for a tool that completely automates the process of creating models, to a new no-code visual interface for building, training…
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning
Wortsman et al.: https://arxiv.org/abs/1812.00971
#ArtificialIntelligence #DeepLearning #MetaLearning
Wortsman et al.: https://arxiv.org/abs/1812.00971
#ArtificialIntelligence #DeepLearning #MetaLearning
A Visual and Interactive Guide to the Basics of Neural Networks
https://jalammar.github.io/visual-interactive-guide-basics-neural-networks/
https://jalammar.github.io/visual-interactive-guide-basics-neural-networks/
jalammar.github.io
A Visual and Interactive Guide to the Basics of Neural Networks
Discussions:
Hacker News (63 points, 8 comments), Reddit r/programming (312 points, 37 comments)
Translations: Arabic, French, Spanish
Update: Part 2 is now live: A Visual And Interactive Look at Basic Neural Network Math
Motivation
I’m not a…
Hacker News (63 points, 8 comments), Reddit r/programming (312 points, 37 comments)
Translations: Arabic, French, Spanish
Update: Part 2 is now live: A Visual And Interactive Look at Basic Neural Network Math
Motivation
I’m not a…
DeepRED: Deep Image Prior Powered
Unsupervised restoration algorithm combines Deep Image Prior with the Regularization by Denoising (RED) while avoiding the need to differentiate the chosen denoiser
https://arxiv.org/abs/1903.10176
Unsupervised restoration algorithm combines Deep Image Prior with the Regularization by Denoising (RED) while avoiding the need to differentiate the chosen denoiser
https://arxiv.org/abs/1903.10176
"Variational Bayesian Monte Carlo"
By Luigi Acerbi : https://arxiv.org/abs/1810.05558
#artificialintelligence #machinelearning #nips2018
By Luigi Acerbi : https://arxiv.org/abs/1810.05558
#artificialintelligence #machinelearning #nips2018
arXiv.org
Variational Bayesian Monte Carlo
Many probabilistic models of interest in scientific computing and machine learning have expensive, black-box likelihoods that prevent the application of standard techniques for Bayesian inference,...
"Training the individuals who, with AI, will shape the 21st Century"
Intelligence Foundation Charity: Dedicated women and men and innovative organizations inspiring, supporting and training the individuals who, with artificial intelligence, will shape the arts, the sciences and the humanities of the 21st Century within the wider perspective of Society.
Website (under construction): www.intelligence.tv
#AI4Good #AI4Humanity #AIEthics #ArtificialIntelligence #Philanthropy
Intelligence Foundation Charity: Dedicated women and men and innovative organizations inspiring, supporting and training the individuals who, with artificial intelligence, will shape the arts, the sciences and the humanities of the 21st Century within the wider perspective of Society.
Website (under construction): www.intelligence.tv
#AI4Good #AI4Humanity #AIEthics #ArtificialIntelligence #Philanthropy
Stanford CS224N: NLP with Deep Learning | Winter 2019
https://www.youtube.com/watch?v=8rXD5-xhemo&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=1
https://www.youtube.com/watch?v=8rXD5-xhemo&list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z&index=1
YouTube
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 1 – Introduction and Word Vectors
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/3CORGu1
This lecture covers many topics within Natural Language Understanding, including:
-The Course (10 min)
-Human language and…
This lecture covers many topics within Natural Language Understanding, including:
-The Course (10 min)
-Human language and…
PoemPortrait: Google's New AI Project
https://www.lunaticai.com/2019/05/poemportrait-googles-new-ai-project.html
https://www.lunaticai.com/2019/05/poemportrait-googles-new-ai-project.html
COURSE
Probabilistic Graphical Models
Spring 2019 • Carnegie Mellon University
Lisa Lee
https://sailinglab.github.io/pgm-spring-2019/lectures/
Probabilistic Graphical Models
Spring 2019 • Carnegie Mellon University
Lisa Lee
https://sailinglab.github.io/pgm-spring-2019/lectures/
Gated Path Planning Networks (ICML 2018)
Lisa Lee
SLIDES
https://leelisa.com/pdf/gppn-slides-icml2018.pdf
Video
https://www.youtube.com/watch?v=Pnnpl-Dr5lk&feature=youtu.be&t=09s
Lisa Lee
SLIDES
https://leelisa.com/pdf/gppn-slides-icml2018.pdf
Video
https://www.youtube.com/watch?v=Pnnpl-Dr5lk&feature=youtu.be&t=09s
AI as a Service https://www.manning.com/books/ai-as-a-service
For those who are interested in machine translation study
https://www.youtube.com/watch?v=XXtpJxZBa2c
https://www.youtube.com/watch?v=XXtpJxZBa2c
YouTube
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 8 – Translation, Seq2Seq, Attention
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/3Cbvt8s
Professor Christopher Manning & PhD Candidate Abigail See, Stanford University
https://onlinehub.stanford.edu/
Professor…
Professor Christopher Manning & PhD Candidate Abigail See, Stanford University
https://onlinehub.stanford.edu/
Professor…
Russia's sudden change of heart on AI
https://www.msn.com/en-xl/europe/top-stories/russias-sudden-change-of-heart-on-ai/ar-AAAXoYs
https://www.msn.com/en-xl/europe/top-stories/russias-sudden-change-of-heart-on-ai/ar-AAAXoYs
Msn
Russia's sudden change of heart on AI
In a widely reported speech to a group of students on Sept. 1, 2017, "Knowledge Day" that marks the first day of the Russian school year, Vladimir Putin asserted that "the future belongs to artificial intelligence" and added that "whoever leads in AI will…
Approximate Bayesian Inference Using SGD Trajectory
code https://github.com/wjmaddox/swa_gaussian
video SWAG: Approximate Bayesian Inference Using SGD Trajectory
paper https://arxiv.org/pdf/1902.02476.pdf
code https://github.com/wjmaddox/swa_gaussian
video SWAG: Approximate Bayesian Inference Using SGD Trajectory
paper https://arxiv.org/pdf/1902.02476.pdf
GitHub
GitHub - wjmaddox/swa_gaussian: Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"
Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning" - wjmaddox/swa_gaussian
Interesting article to read about handling unlabeled data
https://arxiv.org/abs/1905.00546
https://arxiv.org/abs/1905.00546
arXiv.org
Billion-scale semi-supervised learning for image classification
This paper presents a study of semi-supervised learning with large convolutional networks. We propose a pipeline, based on a teacher/student paradigm, that leverages a large collection of...