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Deep Learning Algorithms

A collection of 146 posts

Deep Learning with Google Brain's Oriol Vinyals
Deep Learning

Deep Learning with Google Brain's Oriol Vinyals

Oriol Vinyals is a Senior Research Scientist at Google Brain, previously completing his PhD with the Electrical Engineering & Computer Science department at UC Berkeley. His name has appeared in the news many...

  • Nikita Johnson
    Nikita Johnson
18 January 2016
Baidu Releases Open Source Deep Learning Code Warp-CTC
Deep Learning

Baidu Releases Open Source Deep Learning Code Warp-CTC

Today, Baidu Research's Silicon Valley AI Lab (SVAIL) is releasing an open source code called Warp-CTC. This tool can plug into existing machine learning frameworks to significantly speed up AI development - up...

  • Nikita Johnson
    Nikita Johnson
14 January 2016
Baidu's Adam Coates on Deep Speech 2, New Open Source AI Tool & More
Deep Learning

Baidu's Adam Coates on Deep Speech 2, New Open Source AI Tool & More

Named one of MIT Technology Review's 35 Innovators Under 35 for 2015, Adam Coates is Director of the Baidu Silicon Valley AI Lab. Previously a post-doctoral researcher at Stanford, over the past six...

  • Nikita Johnson
    Nikita Johnson
14 January 2016
Here's What We Can Expect from Deep Learning in 2016 and Beyond
Deep Learning

Here's What We Can Expect from Deep Learning in 2016 and Beyond

As 2015 draws to a close, all eyes are on the year's accomplishments, as well as forecasting technology trends of 2016 and beyond. One particular field that has frequently been in the spotlight...

  • Nikita Johnson
    Nikita Johnson
29 December 2015
Deep Reinforcement Learning for Robotics
Humanoid Robots

Deep Reinforcement Learning for Robotics

Previously named one of MIT Technology Review's 'Innovators Under 35', Pieter Abbeel is Co-Founder of Gradescope and Associate Professor at UC Berkeley, as well as working as a consultant for machine learning and...

  • Nikita Johnson
    Nikita Johnson
9 December 2015
How Will Deep Learning Change the World of Retail?
Deep Learning

How Will Deep Learning Change the World of Retail?

In November, Sentient Technologies announced a collaboration with Shoes.com, wherein the site uses a 'Visual Filter' built on deep learning - the world's first AI-powered shopping experience. At the other end of...

  • Nikita Johnson
    Nikita Johnson
2 December 2015
Deep Learning with Andrej Karpathy
Neural Networks

Deep Learning with Andrej Karpathy

Andrej Karpathy is a 5th year PhD student at Stanford University, studying deep learning and its applications in computer vision and natural language processing (NLP). In particular, his recent work has focused on...

  • Nikita Johnson
    Nikita Johnson
27 November 2015
Creating a More Humane Artificial Intelligence
Machine Learning

Creating a More Humane Artificial Intelligence

Virtual assistants have received a lot of attention as helpful tech that will make our lives easier, whether it's finding the quickest route to our destination; controlling smart home products; suggesting restaurants or...

  • Nikita Johnson
    Nikita Johnson
26 November 2015
Visionary Cars: With Deep Learning, Autonomous Cars Get Smarter as They Drive
Machine Learning

Visionary Cars: With Deep Learning, Autonomous Cars Get Smarter as They Drive

This guest article was written by Susan Kuchinskas, a journalist and author who covers science and technology. Visit her website to read more of her articles here.Driverless cars will need to make...

  • Susan Kuchinskas
29 October 2015
Deep Minds: An Interview with Google's Alex Graves & Koray Kavukcuoglu
Neural Networks

Deep Minds: An Interview with Google's Alex Graves & Koray Kavukcuoglu

At the RE.WORK Deep Learning Summit in London last month, three research scientists from Google DeepMind, Koray Kavukcuoglu, Alex Graves and Sander Dieleman took to the stage to discuss classifying deep neural...

  • Nikita Johnson
    Nikita Johnson
27 October 2015
I've Taught Computers How to Paint Portraits – and to Code
Machine Learning

I've Taught Computers How to Paint Portraits – and to Code

Can we teach computers to code?Software can already be artistic or make mathematical finds, but for it to excel we have to give it the right skill set, says AI researcher Simon...

  • Nikita Johnson
    Nikita Johnson
26 October 2015
From Virtual Assistants to Virtual Specialists
Machine Learning

From Virtual Assistants to Virtual Specialists

From the same company that brought us Siri, SRI International launched Kasisto in 2014 with the aim of taking mobile conversation to the next level. Founded with the vision of helping consumers in...

  • Nikita Johnson
    Nikita Johnson
22 October 2015
How to Integrate Deep Learning Into Your Business
Big Data

How to Integrate Deep Learning Into Your Business

Paul Murphy is CEO of Clarify, platform that makes media content extraction and search easy for developers to integrate into their applications. Paul's career in the software operations industry has spanned twenty years...

  • Paul Murphy
2 October 2015
Recommended Reads - Intelligent Machines Week
Big Data

Recommended Reads - Intelligent Machines Week

The tech world is rapidly evolving and it’s hard to keep up! To help you get up to date we’ve rounded up the best tech and innovation articles from this past...

  • Nikita Johnson
    Nikita Johnson
19 September 2015
A New Approach for Training Deep Models in Unsupervised Learning
Deep Learning

A New Approach for Training Deep Models in Unsupervised Learning

Jörg Bornschein is a Global Scholar with the Canadian Institute for Advanced Research (CIFAR) and postdoctoral researcher in Yoshua Bengio’s machine learning lab at the University of Montreal. Jörg’s research is...

  • Nikita Johnson
    Nikita Johnson
8 September 2015
Training Neural Networks: Q&A with Ian Goodfellow, Google
Deep Learning

Training Neural Networks: Q&A with Ian Goodfellow, Google

Neural networks require considerable time and computational firepower to train. Previously, researchers believed that neural networks were costly to train because gradient descent slows down near local minima or saddle points. At the...

  • Nikita Johnson
    Nikita Johnson
11 August 2015
Neural Abstraction Pyramid to Semantic RGB-D Perception
Neural Networks

Neural Abstraction Pyramid to Semantic RGB-D Perception

Dr. Sven Behnke is Professor and Head of Computer Science at the University of Bonn, where he also heads the Autonomous Intelligent Systems group. At RE.WORK Deep Learning Summit in London, Sven...

  • Nikita Johnson
    Nikita Johnson
30 July 2015
Changing the Way We Talk to Machines
Neural Networks

Changing the Way We Talk to Machines

As our mobile devices, wearables and cities become more powerful and feature-rich, a better understanding and dialogue between humans and machines is becoming key to the success of emerging technologies. Achieving human-machine dialogue...

  • Nikita Johnson
    Nikita Johnson
7 July 2015
Pushing the Frontiers of Computer Vision: A Q&A with Google's Christian Szegedy
Big Data

Pushing the Frontiers of Computer Vision: A Q&A with Google's Christian Szegedy

Due to the inroads of deep learning, computer vision appears to be on the verge of being solved. However, current methods are extremely data hungry and getting high quality labelled data is both...

  • Nikita Johnson
    Nikita Johnson
8 May 2015
Deep Learning with Structure
Neural Networks

Deep Learning with Structure

Charlie Tang is a PhD student in the Machine Learning group at the University of Toronto, working with Geoffrey Hinton and Ruslan Salakhutdinov, whose research interests include machine learning, computer vision and cognitive...

  • Nikita Johnson
    Nikita Johnson
30 April 2015
What Could You Do with the Largest Emotion Database in the World?
Big Data

What Could You Do with the Largest Emotion Database in the World?

Emotions influence every aspect of our lives – from how we connect and communicate, our health and wellbeing, and how we make decisions. So deep insight into consumers’ unfiltered and unbiased emotional reactions to...

  • Nikita Johnson
    Nikita Johnson
16 April 2015
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