The research of Karpathy, which he will be presenting at Re Work Deep Learning Summit in January
https://github.com/ryankiros/neural-storyteller
The recent release of a nn which can TELL STORIES ABOUT IMAGES
The recent release of a nn which can TELL STORIES ABOUT IMAGES
GitHub
GitHub - ryankiros/neural-storyteller: A recurrent neural network for generating little stories about images
A recurrent neural network for generating little stories about images - ryankiros/neural-storyteller
Torch:
Twitter Cortex releases a new Autograd package, where the granularity of automatic differentiation is at the level of torch.* tensor operations.
This finer level of granularity allows one to quickly prototype new functions without worrying about writing the gradient computations as well. The autograd package is compatible with our nn framework, so the heaviest parts of your neural networks are still very fast.
https://github.com/twitter/torch-autograd
Twitter Cortex releases a new Autograd package, where the granularity of automatic differentiation is at the level of torch.* tensor operations.
This finer level of granularity allows one to quickly prototype new functions without worrying about writing the gradient computations as well. The autograd package is compatible with our nn framework, so the heaviest parts of your neural networks are still very fast.
https://github.com/twitter/torch-autograd
GitHub
GitHub - twitter-archive/torch-autograd: Autograd automatically differentiates native Torch code
Autograd automatically differentiates native Torch code - twitter-archive/torch-autograd
http://officialblog.yelp.com/2015/08/digesting-yelp-photos-just-got-easier-now-browse-by-category.html
Now Yelp can also classify food
Now Yelp can also classify food
Yelp
Yelp Official Blog: Digesting Yelp Photos Just Got Easier: Now Browse by Category
One of the best parts about working at Yelp is knowing that every day we get to contribute to people having great experiences at amazing local businesses. Whether it’s the perfect sandwich for your lunch or the right plumber when...
http://www.theverge.com/2015/11/25/9798448/neural-network-describe-live-video-neuraltalk
This is soooo coool
This is soooo coool
The Verge
Watch a neural network describe what it sees on a stroll through Amsterdam
In the last few years computers have made massive advances in image recognition. Neural networks especially — systems which can be trained over time — have become eerily good at describing even...
https://m.youtube.com/watch?feature=youtu.be&v=GVe6kfJnRAw
Yan LeCunn's neural network taught itself basic arifmetic operations.
Yan LeCunn's neural network taught itself basic arifmetic operations.
YouTube
Learning Simple Algorithms from Examples
We present a neural network based framework to learn algorithms from examples. We tackle problems like copying, reversing sequences, multi-digit addition, and single digit multiplication. We train using a modified version of the Q-learning algorithm. These…
https://engineering.pinterest.com/blog/introducing-new-way-visually-search-pinterest
Notes of Pinterest engeneers on visual search
Notes of Pinterest engeneers on visual search
Medium
Introducing a new way to visually search on Pinterest
Discovery products at Pinterest are built on top of Pins. Last year, we introduced Guided Search, a feature built on top of understanding Pins’ denoscriptions. Before that, we launched Related Pins, a…
Finally, there is Reinforcement Learning for MOBA (games like DoTA / Heroes of the Storm / League Of Langues). It was published several months ago in Korea , which demonstrates squad of agents fight each other in league of legend like mini game. (6 layers with LSTM/MaxOut).
The mini game has two champions which have unique skill sets and attributes, which can buff/debuff targets including themselves.
So, there is a hot start for those, who want to start digging in this direction
https://onedrive.live.com/view.aspx?resid=166F2AF156F7AB19!1089&ithint=file%2cpptx&app=PowerPoint&authkey=!AA1FLzme4BNhWUE
https://www.youtube.com/watch?v=e1eTJvS_Inw
The mini game has two champions which have unique skill sets and attributes, which can buff/debuff targets including themselves.
So, there is a hot start for those, who want to start digging in this direction
https://onedrive.live.com/view.aspx?resid=166F2AF156F7AB19!1089&ithint=file%2cpptx&app=PowerPoint&authkey=!AA1FLzme4BNhWUE
https://www.youtube.com/watch?v=e1eTJvS_Inw