Profile cover photo
Profile photo
Ioannis Kourouklides
316 followers -
AI Researcher - Data Scientist
AI Researcher - Data Scientist

316 followers
About
Posts

Post has attachment
An excellent video tutorial relating Capsule Networks to Inverse Graphics

#CapsNet #MachineLearning #DataScience #AI #DeepLearning #NeuralNetwork #ArtificialIntelligence

https://youtu.be/pPN8d0E3900
Add a comment...

Post has shared content
In 2017 and 2018, we intend to hire numerous PhD students and postdocs on the ERC Advanced Grant "Recurrent Neural Networks and Related Machines That Learn Algorithms" and other grants. Blurb: Recurrent neural networks (RNNs) are general parallel-sequential computers. Some learn their programs or weights. Our LSTM was the first RNN to win pattern recognition contests, and is now available to billions of users through the world's most valuable public companies, e.g., for speech recognition on smartphones, machine translation, etc. Nevertheless, in lots of real-world tasks RNNs do not yet live up to their full potential. Although universal in theory, in practice they fail to learn certain important types of algorithms. This ERC project will go beyond today's best RNNs through novel RNN-like systems that address some of the biggest open RNN problems and hottest RNN research topics including attention & fast weights, RNN-based reinforcement learning, optimal transfer learning, and metalearning. We have direct access to the world's 3rd fastest supercomputer (as of June 2017), with over 5000 GPUs, also based in Lugano, Switzerland. Please follow instructions under http://people.idsia.ch/~juergen/erc2017.html

#deeplearning
#machinelearning
#computervision
#artificialintelligence
Photo
Add a comment...

Post has attachment
The state of the art techniques that #DeepMind used to beat Atari games and AlphaGo weren't novel. The amount of data and computing power was.
#DeepLearning #MachineLearning
Add a comment...

Post has attachment
Add a comment...

Post has shared content
Introducing TensorFlow Feature Columns?
Category, embedding, etc.
Add a comment...

Post has shared content

Post has shared content

Post has shared content

Post has attachment
Wait while more posts are being loaded