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REGISTRATION & COFFEE

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WELCOME

Rumman Chowdhury

Rumman Chowdhury - Senior Principal - Accenture

Compère

THEORY & APPLICATIONS

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Ilya Sutskever

Ilya Sutskever - Co-Founder & Research Director - OpenAI

OpenAI Universe

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Andrew Tulloch

Andrew Tulloch - Research Engineer - Facebook

Deep Learning in Production at Facebook

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Brendan Frey

Brendan Frey - Co-Founder & CEO - Deep Genomics

Keynote: Reprogramming the Human Genome: Why AI is Needed

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COFFEE

REINFORCEMENT LEARNING & UNSUPERVISED LEARNING

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Andrej Karpathy

Andrej Karpathy - Director of Artificial Intelligence - Tesla

Reinforcement Learning on the Web

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Ofir Nachum

Ofir Nachum - Brain Resident - Google

UREX: Under-appreciated Reward Exploration

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Chelsea Finn

Chelsea Finn - Research Scientist & Post-doctoral Scholar - Google Brain & Berkeley AI Research

End-To-End Deep Robotic Learning

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LUNCH

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Toru Nishikawa

Toru Nishikawa - CEO - Preferred Networks

Deep Learning: IoT's Driving Engine

COMPUTER VISION

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Ian Goodfellow

Ian Goodfellow - Staff Research Scientist - Google Brain

Generative Adversarial Networks

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Alexei Efros

Alexei Efros - Associate Professor - UC Berkeley

Unsupervised Learning in Computer Vision

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Durk Kingma

Durk Kingma - Research Scientist - OpenAI

Variational Autoencoders

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Brad Folkens

Brad Folkens - Co-Founder & CTO - CloudSight

Your AI is Blind

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COFFEE

DEEP LEARNING & ECONOMIC IMPACT

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PANEL: How Will Deep Learning Change Manufacturing and Industry?

Shivon Zilis

Shivon Zilis - Partner - Bloomberg

Panelist

Modar Alaoui

Modar Alaoui - CEO & Founder - Eyeris

Panelist

Inmar Givoni

Inmar Givoni - Autonomy Engineering Manager - Uber ATG

Panelist

DEEP LEARNING SYSTEMS

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Andres Rodriguez

Andres Rodriguez - Senior Technical Lead for Deep Learning - Intel

Catalyzing Deep Learning’s Impact in the Enterprise

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Avidan Akerib

Avidan Akerib - VP of the Associative Computing - GSI Technology

In-Place Computing: High-Performance Search

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Conversation & Drinks - sponsored by Qualcomm

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REGISTRATION & COFFEE

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WELCOME

Nathan Benaich

Nathan Benaich - Investor - Playfair Capital

Compère

STARTUP SESSION

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Will Jack

Will Jack - CEO - Remedy

Bringing Deep Learning to The Front Lines of Healthcare

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Alex Dalyac

Alex Dalyac - Co-Founder & CEO - Tractable

Addressing the Labelling Bottleneck in Computer Vision for Learning Expert Tasks

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Roland Memisevic

Roland Memisevic - Chief Scientist - Twenty Billion Neurons

The "Something Something" Video Dataset

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Augustin Marty

Augustin Marty - Co-Founder & CEO - Deepomatic

Creating Image Recognition Solutions Through DL & Human-Machine Cooperation

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COFFEE

DEEP LEARNING APPLICATIONS IN INDUSTRY & BUSINESS

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Shubho Sengupta

Shubho Sengupta - AI Research - Facebook AI Research (FAIR)

Systems Challenges for Deep Learning

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Sergey Levine

Sergey Levine - Assistant Professor - UC Berkeley

Deep Robotic Learning

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Stefano Ermon

Stefano Ermon - Assistant Professor - Stanford University

Machine Learning for Sustainability

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Bryan Catanzaro

Bryan Catanzaro - VP of Applied Deep Learning Research - NVIDIA

More than a GPU: Platforms for Deep Learning

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LUNCH

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Judy Hoffman

Judy Hoffman - Postdoc Researcher - Stanford Computer Vision Group

A General Framework for Domain Adversarial Learning

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Chris Moody

Chris Moody - Data Scientist - Stitch Fix

Practical, Active, Interpretable & Deep Learning

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Stacey Svetlichnaya

Stacey Svetlichnaya - Software Development Engineer - Flickr

Deep Learning for Emoji Prediction

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Tony Jebara

Tony Jebara - Director of Machine Learning Research - Netflix

Personalized Content/Image Selection

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Danny Lange

Danny Lange - VP of AI and Machine Learning - Unity Technologies

Bringing Machine Learning to Every Corner of Your Business

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END OF SUMMIT

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Day 2

Shohei Hido - Preferred Networks

Frontier of Deep Learning in Manufacturing

*Please note the agenda is subject to change

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