A Transformer Chatbot Tutorial with TensorFlow 2.0
Article by Bryan M. Li: https://medium.com/tensorflow/a-transformer-chatbot-tutorial-with-tensorflow-2-0-88bf59e66fe2
#ArtificialIntelligence #MachineLearning #TensorFlow #Chatbot
Article by Bryan M. Li: https://medium.com/tensorflow/a-transformer-chatbot-tutorial-with-tensorflow-2-0-88bf59e66fe2
#ArtificialIntelligence #MachineLearning #TensorFlow #Chatbot
Medium
A Transformer Chatbot Tutorial with TensorFlow 2.0
A guest article by Bryan M. Li, FOR.ai
Revisiting Graph Neural Networks: All We Have is Low-Pass Filters
Hoang NT and Takanori Maehara: https://arxiv.org/abs/1905.09550
#MachineLearning #NeuralNetworks #InformationTheory #SpectralTheory
Hoang NT and Takanori Maehara: https://arxiv.org/abs/1905.09550
#MachineLearning #NeuralNetworks #InformationTheory #SpectralTheory
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
Zakharov et al.: https://arxiv.org/abs/1905.08233
Video: https://youtu.be/p1b5aiTrGzY
Animating heads using only few shots of target person (or even 1 shot). Keypoints, adaptive instance norms and GANs.
#ArtificialIntelligence #DeepLearning #GenerativeAdversarialNetworks
Zakharov et al.: https://arxiv.org/abs/1905.08233
Video: https://youtu.be/p1b5aiTrGzY
Animating heads using only few shots of target person (or even 1 shot). Keypoints, adaptive instance norms and GANs.
#ArtificialIntelligence #DeepLearning #GenerativeAdversarialNetworks
arXiv.org
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
Several recent works have shown how highly realistic human head images can be obtained by training convolutional neural networks to generate them. In order to create a personalized talking head...
Speech2Face: Learning the Face Behind a Voice
https://arxiv.org/abs/1905.09773
#ArtificialIntelligence #DeepLearning #Multimedia
https://arxiv.org/abs/1905.09773
#ArtificialIntelligence #DeepLearning #Multimedia
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
Zakharov et al.: https://arxiv.org/abs/1905.08233
@ArtificialIntelligenceArticles
#ComputerVision #GenerativeAdversarialNetworks #MachineLearning
Zakharov et al.: https://arxiv.org/abs/1905.08233
@ArtificialIntelligenceArticles
#ComputerVision #GenerativeAdversarialNetworks #MachineLearning
Text Classification Algorithms: A Survey
https://medium.com/text-classification-algorithms/text-classification-algorithms-a-survey-a215b7ab7e2d
https://medium.com/text-classification-algorithms/text-classification-algorithms-a-survey-a215b7ab7e2d
Medium
Text Classification Algorithms: A Survey
Text feature extraction and pre-processing for classification algorithms are very significant. In this section, we start to talk about text cleaning since most of the documents contain a lot of…
Major 50m$ grant for fighting cancer with AI! And Mila is part of this amazing project led by the Terry Fox research institute and Imagia.
Imagia and The Terry Fox Foundation are proud to partner and lead a collaborative nationwide ecosystem that will leverage #AI to accelerate accessible #precisionmedicine, a key element to revolutionize disease cure, care, and prevention.
Full news release: https://www.canada.ca/en/innovation-science-economic-development/news/2019/05/minister-bains-announces-investment-to-accelerate-medical-breakthroughs-that-will-enable-truly-personalized-health-care.html
__________
Imagia et l’Institut de recherche Terry Fox sont fiers de s’associer dans le but de lancer un écosystème collaboratif à l’échelle nationale qui propulsera l’IA pour accélérer l’accès à la médecine de précision, un élément clef pour révolutionner le traitement et la prévention de mala
https://www.canada.ca/fr/innovation-sciences-developpement-economique/nouvelles/2019/05/le-ministre-bains-annonce-un-investissement-destine-a-accelerer-les-percees-dans-le-domaine-medical-qui-permettront-la-prestation-de-soins-de-sante.html
Imagia and The Terry Fox Foundation are proud to partner and lead a collaborative nationwide ecosystem that will leverage #AI to accelerate accessible #precisionmedicine, a key element to revolutionize disease cure, care, and prevention.
Full news release: https://www.canada.ca/en/innovation-science-economic-development/news/2019/05/minister-bains-announces-investment-to-accelerate-medical-breakthroughs-that-will-enable-truly-personalized-health-care.html
__________
Imagia et l’Institut de recherche Terry Fox sont fiers de s’associer dans le but de lancer un écosystème collaboratif à l’échelle nationale qui propulsera l’IA pour accélérer l’accès à la médecine de précision, un élément clef pour révolutionner le traitement et la prévention de mala
https://www.canada.ca/fr/innovation-sciences-developpement-economique/nouvelles/2019/05/le-ministre-bains-annonce-un-investissement-destine-a-accelerer-les-percees-dans-le-domaine-medical-qui-permettront-la-prestation-de-soins-de-sante.html
www.canada.ca
Minister Bains announces investment to accelerate medical breakthroughs that will enable truly personalized health care - Canada.ca
From the discovery of insulin to stem cell research, Canadians have long been at the forefront of groundbreaking innovations in health and biosciences.
Paper Submissions Break NeurIPS 2019 Paper Submission System
https://medium.com/syncedreview/paper-submissions-break-neurips-2019-paper-submission-system-884a60e32a82
https://medium.com/syncedreview/paper-submissions-break-neurips-2019-paper-submission-system-884a60e32a82
"Sticking the landing on inductive leaps"
Blog by Laura Ball: https://medium.com/mila-quebec/sticking-the-landing-on-inductive-leaps-10b996594fc0
#MachineLearning #ArtificialIntelligence #DeepLearning
Blog by Laura Ball: https://medium.com/mila-quebec/sticking-the-landing-on-inductive-leaps-10b996594fc0
#MachineLearning #ArtificialIntelligence #DeepLearning
Medium
Sticking the landing on inductive leaps
Old-school philosophy on the front lines of AI
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
By Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung: https://arxiv.org/abs/1905.08743
#Computation #Language #ArtificialIntelligence
By Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung: https://arxiv.org/abs/1905.08743
#Computation #Language #ArtificialIntelligence
Minister Bains announces investment to accelerate medical breakthroughs that will enable truly personalized health care
“This investment promises not only to improve the future of Canadians’ health but also to do it with made-in-Canada solutions. By harnessing Canada’s strengths in health research and AI, we’re helping to usher in a new era of more personalized care that will mean better health outcomes. We’re excited to see all the new health and biosciences innovations that will result from this collaboration.” – The Honourable Navdeep Bains, Minister of Innovation, Science and Economic Development
From: Innovation, Science and Economic Development Canada https://www.canada.ca/en/innovation-science-economic-development/news/2019/05/minister-bains-announces-investment-to-accelerate-medical-breakthroughs-that-will-enable-truly-personalized-health-care.html
#artificialintelligence #canada #health #innovation #research
“This investment promises not only to improve the future of Canadians’ health but also to do it with made-in-Canada solutions. By harnessing Canada’s strengths in health research and AI, we’re helping to usher in a new era of more personalized care that will mean better health outcomes. We’re excited to see all the new health and biosciences innovations that will result from this collaboration.” – The Honourable Navdeep Bains, Minister of Innovation, Science and Economic Development
From: Innovation, Science and Economic Development Canada https://www.canada.ca/en/innovation-science-economic-development/news/2019/05/minister-bains-announces-investment-to-accelerate-medical-breakthroughs-that-will-enable-truly-personalized-health-care.html
#artificialintelligence #canada #health #innovation #research
www.canada.ca
Minister Bains announces investment to accelerate medical breakthroughs that will enable truly personalized health care - Canada.ca
From the discovery of insulin to stem cell research, Canadians have long been at the forefront of groundbreaking innovations in health and biosciences.
This documentary provides some deep inside into the nature of intelligence
https://m.youtube.com/watch?v=oegnfAAkr_8&feature=youtu.be
https://m.youtube.com/watch?v=oegnfAAkr_8&feature=youtu.be
YouTube
Susan Polgar Documentary | Susan Polgar Chess : Make Me a Genius english subtitles
ICYMI: Best Paper Award talk #ICRA2019!
Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks
paper: https://www.profillic.com/paper/arxiv:1810.10191
They present their results in simulation and on a real robot!
For more like this: http://www.profillic.com
Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks
paper: https://www.profillic.com/paper/arxiv:1810.10191
They present their results in simulation and on a real robot!
For more like this: http://www.profillic.com
Profillic
Profillic: AI research & source code to supercharge your projects
Explore state-of-the-art in machine learning, AI, and robotics research. Browse papers, source code, models, and more by topics and authors. Connect with researchers and engineers working on related problems in machine learning, deep learning, natural language…
Top Artificial Intelligence Books to Read in 2019
https://www.marktechpost.com/2019/05/24/top-artificial-intelligence-books-to-read-in-2019/
https://www.marktechpost.com/2019/05/24/top-artificial-intelligence-books-to-read-in-2019/
MarkTechPost
Top Artificial Intelligence Books to Read in 2019 | MarkTechPost
Top Artificial Intelligence Books to Read in 2019. Artificial Intelligence: A Modern Approach . The Emotion Machine: Commonsense.
#junior
Good introduction article about base things
https://towardsdatascience.com/estimators-loss-functions-optimizers-core-of-ml-algorithms-d603f6b0161a
Good introduction article about base things
https://towardsdatascience.com/estimators-loss-functions-optimizers-core-of-ml-algorithms-d603f6b0161a
Medium
Estimators, Loss Functions, Optimizers —Core of ML Algorithms
In order to understand how a machine learning algorithm learns from data to predict an outcome, it is essential to understand the…
Best intro video I've seen for deep reinforcement learning, grounded in example + code.
https://www.youtube.com/watch?v=t1A3NTttvBA
https://www.youtube.com/watch?v=t1A3NTttvBA
YouTube
TensorFlow and deep reinforcement learning, without a PhD (Google I/O '18)
On the forefront of deep learning research is a technique called reinforcement learning, which bridges the gap between academic deep learning problems and ways in which learning occurs in nature in weakly supervised environments. This technique is heavily…
Museum of Dali in Florida, used DeepFake model to create interactive video box with Dali.
"""Next step are movies.
https://youtu.be/BIDaxl4xqJ4
"""Next step are movies.
https://youtu.be/BIDaxl4xqJ4
YouTube
Behind the Scenes: Dalí Lives
Dalí Lives – Art Meets Artificial Intelligence. Exclusively at The Dalí Museum.
The Dalí Museum in St. Petersburg, Florida partnered with Goodby Silverstein & Partners to create a groundbreaking Artificial Intelligence (AI) experience. "Dalí Lives" will…
The Dalí Museum in St. Petersburg, Florida partnered with Goodby Silverstein & Partners to create a groundbreaking Artificial Intelligence (AI) experience. "Dalí Lives" will…
Awesome research from Google RL team. Learning dynamics from video
https://planetrl.github.io
https://planetrl.github.io
PlaNet solves control tasks from pixels by planning in latent space.
Learning Latent Dynamics for Planning from Pixels
Two powerful papers from DeepMind team
https://arxiv.org/abs/1901.11390
https://arxiv.org/abs/1903.00450
https://arxiv.org/abs/1901.11390
https://arxiv.org/abs/1903.00450
arXiv.org
MONet: Unsupervised Scene Decomposition and Representation
The ability to decompose scenes in terms of abstract building blocks is crucial for general intelligence. Where those basic building blocks share meaningful properties, interactions and other...