Facebook AI Memory Layer Boosts Network Capacity by a Billion Parameters
https://syncedreview.com/2019/08/02/facebook-ai-memory-layer-boosts-network-capacity-by-a-billion-parameters/
https://syncedreview.com/2019/08/02/facebook-ai-memory-layer-boosts-network-capacity-by-a-billion-parameters/
Synced
Facebook AI Memory Layer Boosts Network Capacity by a Billion Parameters
Recently, Facebook AI Research (FAIR) researchers introduced a structured memory layer which can be easily integrated into a neural network to greatly expand network capacity and the number of para…
An Interactive, Automated 3D Reconstruction of a Fly Brain
http://ai.googleblog.com/2019/08/an-interactive-automated-3d.html
http://ai.googleblog.com/2019/08/an-interactive-automated-3d.html
Googleblog
An Interactive, Automated 3D Reconstruction of a Fly Brain
Image classification with Convolution Neural Networks (CNN)with Keras
https://medium.com/@manasnarkar/image-classification-with-convolution-neural-networks-cnn-with-keras-dbd71c05ed2a?source=topic_page---------0------------------1
https://medium.com/@manasnarkar/image-classification-with-convolution-neural-networks-cnn-with-keras-dbd71c05ed2a?source=topic_page---------0------------------1
Medium
Image classification with Convolution Neural Networks (CNN)with Keras
Introduction
DELTA - a DEep Language Technology plAtform
DELTA is a deep learning based end-to-end natural language and speech processing platform. DELTA aims to provide easy and fast experiences for using, deploying, and developing natural language processing and speech models for both academia and industry use cases. DELTA is mainly implemented using TensorFlow and Python 3.
https://github.com/didi/delta
DELTA is a deep learning based end-to-end natural language and speech processing platform. DELTA aims to provide easy and fast experiences for using, deploying, and developing natural language processing and speech models for both academia and industry use cases. DELTA is mainly implemented using TensorFlow and Python 3.
https://github.com/didi/delta
GitHub
GitHub - Delta-ML/delta: DELTA is a deep learning based natural language and speech processing platform.
DELTA is a deep learning based natural language and speech processing platform. - GitHub - Delta-ML/delta: DELTA is a deep learning based natural language and speech processing platform.
Deblending and Classifying Astronomical Sources with Mask R-CNN Deep Learning
https://arxiv.org/abs/1908.02748
https://arxiv.org/abs/1908.02748
arXiv.org
Deblending and Classifying Astronomical Sources with Mask R-CNN...
We apply a new deep learning technique to detect, classify, and deblend sources in multi-band astronomical images. We train and evaluate the performance of an artificial neural network built on...
1st edition of "Interpretable Machine Learning
By Christoph Molnar.
Book: https://christophm.github.io/interpretable-ml-book/
#artificalintelligence #deeplearning #machinelearning
By Christoph Molnar.
Book: https://christophm.github.io/interpretable-ml-book/
#artificalintelligence #deeplearning #machinelearning
christophm.github.io
Interpretable Machine Learning
Sparse Networks from Scratch: Faster Training without Losing Performance
https://arxiv.org/abs/1907.04840
https://arxiv.org/abs/1907.04840
arXiv.org
Sparse Networks from Scratch: Faster Training without Losing Performance
We demonstrate the possibility of what we call sparse learning: accelerated training of deep neural networks that maintain sparse weights throughout training while achieving dense performance...
A new model for word embeddings that are resilient to misspellings
https://ai.facebook.com/blog/-a-new-model-for-word-embeddings-that-are-resilient-to-misspellings-/
https://github.com/facebookresearch/moe?fbclid=IwAR3pCHx4-8oWTqgYqUnKHxcVWdDzPuOVTL0sTidyDBX9J7UPt2HcWxRG9AA
https://ai.facebook.com/blog/-a-new-model-for-word-embeddings-that-are-resilient-to-misspellings-/
https://github.com/facebookresearch/moe?fbclid=IwAR3pCHx4-8oWTqgYqUnKHxcVWdDzPuOVTL0sTidyDBX9J7UPt2HcWxRG9AA
Facebook
A new model for word embeddings that are resilient to misspellings
Misspelling Oblivious Embeddings (MOE) is a new model for word embeddings that are resilient to misspellings, improving the ability to apply word embeddings to real-world situations, where misspellings are common.
The Best of AI: New Articles Published This Month (July 2019)
https://blog.sicara.com/07-2019-best-ai-new-articles-this-month-3e1fa3f6c321
https://blog.sicara.com/07-2019-best-ai-new-articles-this-month-3e1fa3f6c321
NVIDIA Clocks World’s Fastest BERT Training Time and Largest Transformer Based Model, Paving Path For Advanced Conversational AI
https://devblogs.nvidia.com/training-bert-with-gpus/
https://devblogs.nvidia.com/training-bert-with-gpus/
NVIDIA Technical Blog
NVIDIA Clocks World’s Fastest BERT Training Time and Largest Transformer Based Model, Paving Path For Advanced Conversational AI
NVIDIA DGX SuperPOD trains BERT-Large in just 47 minutes, and trains GPT-2 8B, the largest Transformer Network Ever with 8.3Bn parameters Conversational AI is an essential building block of human…
The Illustrated GPT-2 (Visualizing Transformer Language Models)
https://jalammar.github.io/illustrated-gpt2/
https://jalammar.github.io/illustrated-gpt2/
jalammar.github.io
The Illustrated GPT-2 (Visualizing Transformer Language Models)
Discussions:
Hacker News (64 points, 3 comments), Reddit r/MachineLearning (219 points, 18 comments)
Translations: Simplified Chinese, French, Korean, Russian, Turkish
This year, we saw a dazzling application of machine learning. The OpenAI GPT…
Hacker News (64 points, 3 comments), Reddit r/MachineLearning (219 points, 18 comments)
Translations: Simplified Chinese, French, Korean, Russian, Turkish
This year, we saw a dazzling application of machine learning. The OpenAI GPT…
We have a new coll articles made by our team . Please forward channel posts to your friends and collegues to help our channel. Thank you!
Continuous Control for High-Dimensional State Spaces: An Interactive Learning Approach
https://arxiv.org/abs/1908.05256
Continuous Control for High-Dimensional State Spaces: An Interactive Learning Approach
https://arxiv.org/abs/1908.05256
arXiv.org
Continuous Control for High-Dimensional State Spaces: An...
Deep Reinforcement Learning (DRL) has become a powerful methodology to solve
complex decision-making problems. However, DRL has several limitations when
used in real-world problems (e.g., robotics...
complex decision-making problems. However, DRL has several limitations when
used in real-world problems (e.g., robotics...