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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End-to-End Conversational System for Customer Service Application

Manisha Srivastava, Machine Learning Scientist at Amazon Customer Service

Goal-oriented conversational systems are typically multi-turn, relying on the entire conversation thus far to generate a response to user input. Many of these systems use dialog state tracking or belief tracking, to either rank candidate responses from a pool of templates or generate responses directly while others are end-to-end. End-to-end...

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Start Learning Today

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.

Access all of the event videos (presentations with slides), report summaries & video interviews listed above.

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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

9+

Hours of content

28

Speakers

0

Interviews

Overview

Featured Presentations

Full Presentation Library

Start Learning Today

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.