pmigdal + deep-learning   213

How to Visualize Your Recurrent Neural Network with Attention in Keras
Visualizing recurrent NNs for machine translation using "attention" in keras https://t.co/P5OsgD7zUb. Blog post coming soon! @your_datalogue
rnn  keras  deep-learning 
2 days ago by pmigdal
Neural Coreference - they, she I – Hugging Face
State-of-the-art neural coreference resolution system
nlp  pronoun  deep-learning  spacy 
7 days ago by pmigdal
Semantic Segmentation using Fully Convolutional Networks over the years
Semantic Segmentation using Fully Convolutional Networks over the years

(U-Net, DenseNet, Mask R-CNN, ...)
deep-learning  u-net  image-segmentation 
11 days ago by pmigdal
Cardiologist-Level Arrhythmia Detection With Convolutional Neural Networks
Diagnosing arrhythmias from single-lead ECG signals better than a cardiologist.
ecg  deep-learning 
13 days ago by pmigdal
[D] Why do people draw neural networks upside down? : MachineLearning
Why do people draw neural networks upside down?
Even decision trees grow from their roots downwards!

flow  deep-learning  metaphor  tree  from twitter
28 days ago by pmigdal
General Game Playing with Schema Networks
Vicarious introduces the Schema Network, a generative graphical model that can simulate the future and reason about cause and effect. We demonstrate the benefits of this kind of reasoning for game playing and show an adaptability not seen before in other agents.
deep-learning  q-learning 
5 weeks ago by pmigdal
Exploring LSTMs
RT @echen: Exploring LSTMs: tutorial + discovery Finally moving my blog into m…
lstm  deep-learning 
5 weeks ago by pmigdal
AlphaGo, in context – Andrej Karpathy – Medium
I had a chance to talk to several people about the recent AlphaGo matches with Ke Jie and others. In particular, most of the coverage was a mix of popular science + PR so the most common questions I…
go  q-learning  deep-learning 
6 weeks ago by pmigdal
szagoruyko/diracnets: Training Very Deep Neural Networks Without Skip-Connections
diracnets - Training Very Deep Neural Networks Without Skip-Connections
relu  deep-learning 
6 weeks ago by pmigdal
Fontjoy - Get font ideas with deep learning
Fontjoy helps designers choose the best font pairs using deep learning
font  deep-learning 
8 weeks ago by pmigdal
handong1587.github.io/2015-10-09-dl-tutorials.md at master · handong1587/handong1587.github.io
nice convnet pictures
Contribute to handong1587.github.io development by creating an account on GitHub.
convolution  deep-learning 
8 weeks ago by pmigdal
2nd place solution for the 2017 national datascience bowl – Julian de Wit – Freelance software/machine learning engineer.
Summary
This document describes my part of the 2nd prize solution to the Data Science Bowl 2017 hosted by Kaggle.com. I teamed up with Daniel Hammack. His part of the solution is decribed here The goal of the challenge was to predict the development of lung cancer in a patient given a set of CT images. Detailed descriptions of the challenge can be found on the Kaggle competition page and this blog post by Elias Vansteenkiste. My solution (and that of Daniel) was mainly based on nodul...
lung  cancer  3d-conv  deep-learning  health  unet 
11 weeks ago by pmigdal
Learning Deep Learning with Keras by Piotr Migdał
@DataScienceLA So, here is Learning Deep Learning with Keras, with your chart: I asked & hope you like it's usage :)
keras  deep-learning 
11 weeks ago by pmigdal
A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN
At Athelas, we use Convolutional Neural Networks(CNNs) for a lot more than just classification! In this post, we’ll see how CNNs can be used, with great results, in image instance segmentation. Ever…
rcnn  deep-learning  image-detection 
april 2017 by pmigdal
Deep Learning - What I actually do | What People Think I Do / What I Really Do | Know Your Meme
Writing Learning Deep Learning: spent one hour tracking one meme's origin (), another - creating its #Keras variant.
deep-learning  humour  meme  theano 
april 2017 by pmigdal
Deep learning for satellite imagery via image segmentation | deepsense.io
Turning satellite images into maps with #DeepLearning:
- insights from our 4th place in Dsl…
deep-learning  image-segmentation  unet  deepsense 
april 2017 by pmigdal
Learning to Learn by Gradient Descent by Gradient Descent
When I first came across DeepMind’s paper “Learning to learn by gradient descent by gradient descent”, my reaction was “Wow, how on earth does that work?”. Unfortunately, my first read-through of the…
tensorflow  meta-learning  deep-learning  gradient-descent 
april 2017 by pmigdal
Unsupervised sentiment neuron
We’ve developed an unsupervised system which learns an excellent representation of sentiment.
lstm  deep-learning  sentiment-analysis 
april 2017 by pmigdal
Distill: An Interactive, Visual Journal for Machine Learning Research
Chris Olah and Shan Carter from Google Brain are the founding editors
Yoshua Bengio (University of Montreal)
Mike Bostock (creator of d3)
Amanda Cox (New York Times)
Ian Goodfellow (Google Brain)
Andrej Karpathy (OpenAI)
Shakir Mohamed (DeepMind)
Michael Nielsen (Y Combinator Research)
Fernanda Viegas (Google Brain)
journal  openscience  machine-learning  deep-learning 
march 2017 by pmigdal
SKTBrain/DiscoGAN: Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
DiscoGAN - Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
gan  word2wec  analogies  deep-learning 
march 2017 by pmigdal
Picking an optimizer for Style Transfer – Slav – Medium
Have you ever woken up in the middle of the night and wondered whether Gradient Descent, Adam or Limited-memory Broyden–Fletcher–Goldfarb–Shanno will optimize your style transfer neural network…
neural-style  deep-learning  optimization 
march 2017 by pmigdal
Heumi/Fast_Multi_Style_Transfer-tf: Implementation of Google Brain's A Learned Representation For Artistic Style in Tensorflow
Fast_Multi_Style_Transfer-tf - Implementation of Google Brain's A Learned Representation For Artistic Style in Tensorflow
neural-style  deep-learning  tensorflow 
march 2017 by pmigdal
Machine Learning and Misinformation
Communication is an essential pillar of society. Humanity’s progression over the past millennium was largely driven by the development and evolution of commu...
deep-learning  news 
march 2017 by pmigdal
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