What is Linguistics?
Nathan Schneider ENLP | 28 January 2019
https://people.cs.georgetown.edu/cosc572/s19/04_ling.pdf
Nathan Schneider ENLP | 28 January 2019
https://people.cs.georgetown.edu/cosc572/s19/04_ling.pdf
Dropout is a special case of the stochastic delta rule: faster and more accurate deep learning"
Paper by Frazier-Logue and Hanson: https://arxiv.org/abs/1808.03578
Stochastic Delta Rule implemented in Pytorch on DenseNet: https://github.com/noahfl/sdr-densenet-pytorch
#artificailintelligence #deeplearning #pytorch
Paper by Frazier-Logue and Hanson: https://arxiv.org/abs/1808.03578
Stochastic Delta Rule implemented in Pytorch on DenseNet: https://github.com/noahfl/sdr-densenet-pytorch
#artificailintelligence #deeplearning #pytorch
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Slides by Jacob Devlin: https://nlp.stanford.edu/seminar/details/jdevlin.pdf
#NaturalLanguageProcessing #NLP #DeepLearning
Slides by Jacob Devlin: https://nlp.stanford.edu/seminar/details/jdevlin.pdf
#NaturalLanguageProcessing #NLP #DeepLearning
A Gentle Introduction to Graph Neural Networks (Basics, DeepWalk, and GraphSage)
https://towardsdatascience.com/a-gentle-introduction-to-graph-neural-network-basics-deepwalk-and-graphsage-db5d540d50b3
https://towardsdatascience.com/a-gentle-introduction-to-graph-neural-network-basics-deepwalk-and-graphsage-db5d540d50b3
Medium
A Gentle Introduction to Graph Neural Networks (Basics, DeepWalk, and GraphSage)
Recently, Graph Neural Network (GNN) has gained increasing popularity in various domains, including social network, knowledge graph…
Trump to launch ‘American AI Initiative’ later today: The initiative will redirect federal funding and resources towards AI research, as well as call for the creation of US-led international standards in AI, and new research into the retraining of American workers.
https://www.theverge.com/2019/2/11/18219981/american-ai-initiative-trump-administration-funding-research-data
https://www.theverge.com/2019/2/11/18219981/american-ai-initiative-trump-administration-funding-research-data
The Verge
Trump signs executive order to spur US investment in artificial intelligence
The new American AI Initiative will be a shot in the arm for the industry, but it’s vague and includes no new funding
CESMA: Centralized Expert Supervises Multi-Agents
Lin et al.: https://arxiv.org/abs/1902.02311
#MultiagentSystems #ArtificialIntelligence #MachineLearning #Systems #Control
Lin et al.: https://arxiv.org/abs/1902.02311
#MultiagentSystems #ArtificialIntelligence #MachineLearning #Systems #Control
Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares
By Stephen Boyd and Lieven Vandenberghe, Cambridge University Press: https://web.stanford.edu/~boyd/vmls/
#ArtificialIntelligence #LinearAlgebra #Vectors #Matrices #MachineLearning
By Stephen Boyd and Lieven Vandenberghe, Cambridge University Press: https://web.stanford.edu/~boyd/vmls/
#ArtificialIntelligence #LinearAlgebra #Vectors #Matrices #MachineLearning
Highly recommend MIT 6.S191: Introduction to Deep Learning Course by Alexander Amini and Ava Soleimany through Massachusetts Institute of Technology (MIT)
#artificialintelligence
#deeplearning
#machinelearning
#CNN
#vision
MIT Deep Learning Course 6.S191 https://www.linkedin.com/pulse/mit-deep-learning-course-6s191-bhagirath-kumar-lader
#artificialintelligence
#deeplearning
#machinelearning
#CNN
#vision
MIT Deep Learning Course 6.S191 https://www.linkedin.com/pulse/mit-deep-learning-course-6s191-bhagirath-kumar-lader
A good news to NLP researchers
“Introduction to Flair for NLP: A Simple yet Powerful State-of-the-Art NLP Library”
https://www.analyticsvidhya.com/blog/2019/02/flair-nlp-library-python/
“Introduction to Flair for NLP: A Simple yet Powerful State-of-the-Art NLP Library”
https://www.analyticsvidhya.com/blog/2019/02/flair-nlp-library-python/
Analytics Vidhya
Introduction to Flair for NLP: A Simple yet Powerful State-of-the-Art NLP Library
Introduction to a simple yet amazing NLP library called Flair. See how it works and get the code to implement it in Python yourself!
the Defense Department's new #AI strategy
"Harnessing AI to Advance Our Security and Prosperity": https://media.defense.gov/2019/Feb/12/2002088963/-1/-1/1/SUMMARY-OF-DOD-AI-STRATEGY.PDF
#artificialintelligence #defense #strategy
"Harnessing AI to Advance Our Security and Prosperity": https://media.defense.gov/2019/Feb/12/2002088963/-1/-1/1/SUMMARY-OF-DOD-AI-STRATEGY.PDF
#artificialintelligence #defense #strategy
Better Language Models and Their Implications
By OpenAI: https://blog.openai.com/better-language-models/
#artificailintelligence #deeplearning #machinelearning
By OpenAI: https://blog.openai.com/better-language-models/
#artificailintelligence #deeplearning #machinelearning
Modern Deep Learning Techniques Applied to Natural Language Processing
https://nlpoverview.com/index.html#disqus_thread
https://nlpoverview.com/index.html#disqus_thread
How to train U-Net for Medical 🏥 datasets
Using: Keras with backend Tensorflow and Conda environment.
Hardware: intel CPU
https://www.intel.ai/intel-neural-compute-stick-2-for-medical-imaging/
Using: Keras with backend Tensorflow and Conda environment.
Hardware: intel CPU
https://www.intel.ai/intel-neural-compute-stick-2-for-medical-imaging/
Intel
Intel® Neural Compute Stick 2 for Medical Imaging