Overview

Each year, RE•WORK brings the Deep Learning Summit to San Francisco for the biggest event on the calendar. The 5th annual Deep Learning Summit featured the latest technological advancements and industry applications of deep learning from world-leading experts including Google Brain, OpenAI, Facebook, Uber AI Labs and many more. Presentation topics includes: Applying ML & NLP in Google Ads, Deep Learning for Incremental Object Detection and Visual Dialog, Deep Robotic Learning, Applying Deep Learning to Article Embedding for Fake News Evaluation, and many more.

Featured Presentations

Watch our featured videos below for free. Scroll down to view the full library of presentations from the event and to purchase access to all the recorded sessions.

Go-Explore: A New Type of Algorithm for Hard-exploration Problems

Jeff Clune, Senior Research Scientist & Founding Member at Uber AI Labs

A grand challenge in reinforcement learning is producing intelligent exploration, especially when rewards are sparse or deceptive. I will present Go-Explore, a new algorithm for such ‘hard exploration problems.’ Go-Explore dramatically improves the state of the art on benchmark hard-exploration problems, enabling previously unsolvable problems to be solved. I will...

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Latent Structure in Deep Robotic Learning

Karol Hausman, Research Scientist & PhD Student at Google Brain & University of Southern California

Traditionally, deep reinforcement learning has focused on learning one particular skill in isolation and from scratch. This often leads to repeated efforts of learning the right representation for each skill individually, while it is likely that such representation could be shared between different skills. In contrast, there is some evidence...

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Advancing State-of-the-art Image Recognition with Deep Learning on Hashtags

Yixuan Li, Research Scientist at Facebook AI (Computer Vision Group)

At Facebook everyday hundreds of millions of users interact with billions of visual contents. By understanding what's in an image, our systems can help connect users with the things that matter most to them. To improve our recognition system, I will talk about two main research challenges: how we train...

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Deep Learning Summit, San Francisco, 2019

Bridging the gap between the latest technological research advancements and real world applications in business and society

13+

Hours of content

40

Speakers

12

Interviews

Overview

Featured Presentations

Full Presentation Library

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Online Video Access $895 $716 Limited offer 20% off. Includes access to the following stages: Deep Learning, AI Assistant, Industry Applications, Futurescaping, and Ethics & Social Responsibility. Contact john@re-work.co for access to this stage only.

Online Video Access $895 $716
Limited offer 20% off. Includes access to the following stages: Deep Learning, AI Assistant, Industry Applications, Futurescaping, and Ethics & Social Responsibility. Contact john@re-work.co for access to this stage only.