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REGISTRATION & LIGHT BREAKFAST

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Anirudh Koul

Anirudh Koul - Head of AI & Research - Aira

WELCOME

DEEP LEARNING LANDSCAPE

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Anh Nguyen

Anh Nguyen - Assistant Professor - Auburn University

Understanding Deep Neural Networks

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Ari Morcos

Ari Morcos - Research Scientist - Facebook AI Research

Towards an Understanding of Neural Network Representations

REINFORCEMENT LEARNING

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Dawn Song

Dawn Song - Professor of Computer Science - UC Berkeley

Secure Deep Reinforcement Learning

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COFFEE

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Jeff Clune

Jeff Clune - Senior Research Scientist & Founding Member - Uber AI Labs

POET: Endlessly Generating Increasingly Complex and Diverse Learning Environments and their Solutions through the Paired Open-Ended Trailblazer

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Ken Goldberg

Ken Goldberg - Professor - UC Berkeley

A Radically Hopeful Vision for Humans, Artificial Intelligence, and Robots

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Ilya Sutskever

Ilya Sutskever - Co-Founder & Chief Scientist - OpenAI

Recent Advances from OpenAI

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Ilya Sutskever

Ilya Sutskever - Co-Founder & Chief Scientist - OpenAI

FIRESIDE CHAT: Discussions with Ilya Sutskever

Lex Fridman

Lex Fridman - Researcher - MIT

Moderator

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LUNCH

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Aravind Srinivas

Aravind Srinivas - Ph.D. Student - UC Berkeley

Massively Improving Data-efficiency of Supervised Learning Systems using Self-supervision from Unlabeled Data

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Abhinav Gupta

Abhinav Gupta - Associate Professor and Research Manager - Carnegie Mellon University & Facebook AI Research (FAIR)

Supersizing and Empowering Robot Learning

COMPUTER VISION

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Georgia Gkioxari

Georgia Gkioxari - Research Scientist - Facebook AI Research (FAIR)

Deep Learning to Predict and Localize Objects in an Image

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Shalini Ghosh

Shalini Ghosh - Director of AI Research - Samsung Research America

Multimodal Video Understanding

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Continuous Object Detection for Conversational Vision

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COFFEE

NATURAL LANGUAGE PROCESSING

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Deep Learning for Gesture Recognition within AR Interfaces

EXPLAINABLILITY

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PANEL: Explainable AI - Solving the Black Box Problem

Sameer Singh

Sameer Singh - Assistant Professor - University of California, Irvine

PANELIST

Michela Paganini

Michela Paganini - Postdoctoral Researcher - Facebook AI Research

PANELIST

Chandra Khatri

Chandra Khatri - Senior AI Scientist - Uber AI

PANELIST

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CONVERSATION & DRINKS

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DOORS OPEN

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WELCOME

IMPROVING MACHINE LEARNING PROJECTS

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Lukas Biewald

Lukas Biewald - Co-Founder and CEO - Weights and Biases

Why are Machine Learning Projects So Hard to Manage?

DEEP LEARNING FOR HEALTHCARE

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Ivana Williams

Ivana Williams - Staff Research Scientist - Chan Zuckerberg Initiative

A Method for Automated Feed Generation Based on User’s Research Interests

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Daphne Koller

Daphne Koller - CEO - insitro

Machine Learning: A New Approach to Drug Discovery

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COFFEE

GENERATIVE MODELS

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Dumitru Erhan

Dumitru Erhan - Staff Research Scientist - Google Brain

Generative Models for Machine Vision

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Balaji Lakshminarayanan

Balaji Lakshminarayanan - Senior Research Scientist - DeepMind

Probabilistic Deep Ensembles for Predictive Uncertainty Estimation

DEEP LEARNING FOR SOCIAL ROBOTS

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Maja Matarić

Maja Matarić - Professor of Computer Science, Neuroscience, and Pediatrics - USC

Socially Assistive Agents and Robots: What We Need to Learn About People

DEEP LEARNING FOR MEDIA & ENTERTAINMENT

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Trung Nguyen

Trung Nguyen - Senior Machine Learning Scientist - Netflix Research

Instant Recommendations

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Oriol Nieto

Oriol Nieto - Senior Scientist - Pandora

Recommending Music with Waveform-based Architectures

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LUNCH

DEEP LEARNING FOR GOOD

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Sameer Singh

Sameer Singh - Assistant Professor - University of California, Irvine

Detecting Bugs and Explaining Predictions of Machine Learning Models

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PANEL: What Can Industry Do to Improve AI Computing & Energy Efficiency?

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END OF SUMMIT

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Day 1

Lex Fridman - MIT

Introduction to Reinforcement Learning

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Day 1

Introduction to NLP - Presentation and Q&A

Presentation and Q&A

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Day 1

Introduction to Unsupervised Learning - Presentation & Extended Q&A

Presentation and Q&A

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Day 1

Building and Nurturing a Diverse Environment - Industry Learnings and Roundtable Discussions

Industry Learnings and Roundtable Discussions

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Day 1

Lunch & Learn - Roundtable Discussions

Connect with the Speakers

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Day 1

Learnings: Managing Change and Driving Transformation - Presentation and Fireside Chat

Presentation and Fireside Chat

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Day 1

Deploying AI to Improve Customer Experience - Presentation

Presentation

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Day 1

How AI is Rewiring How Organisations Think - Learnings from Industry

Industry Learnings

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Day 1

Ethics in AI: Panel, Q&A & Drop-In - Hear from Experts in Ethics and Ask your Questions

Panel & Q&A

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Day 2

Investing in Startups: Hear from the Investors - Panel & Connect

Panel & Networking

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Day 2

Piero Molino - Uber AI

Ludwig, a Code-Free Deep Learning Toolbox

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Day 2

Deep Learning with PyTorch - Presentation & Extended Q&A

Presentation & Q&A

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Day 2

Optimizing Interaction Points Throughout the Pipeline - Presentation & Q&A

Presentation & Q&A

*Please note the agenda is subject to change

discounted ticket price will end in 19 days
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