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REGISTRATION & LIGHT BREAKFAST

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WELCOME

DEEP LEARNING LANDSCAPE

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Tackling Complex Environments & Deep Learning

GENERATIVE MODELS

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Oriol Vinyals

Oriol Vinyals - Research Scientist - DeepMind

Generative Models 101

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Jakob Uszkoreit

Jakob Uszkoreit - Senior Staff Software Engineer - Google Brain

Learning Representations with Self-Attention

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COFFEE

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Ali Eslami

Ali Eslami - Staff Research Scientist - DeepMind

Neural Scene Representation and Rendering

AUTOMATED LEARNING

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Richard Turner

Richard Turner - Reader in ML - University of Cambridge

Continual Learning

REINFORCEMENT LEARNING

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 Pierre-Yves Oudeyer

Pierre-Yves Oudeyer - Research Director - Inria

Developmental Autonomous Learning: AI, Cognitive Sciences and Educational Technology

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Katja Hofmann

Katja Hofmann - Senior Researcher - Microsoft Research

Reinforcement Learning Applied in Gaming

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Edward Grefenstette

Edward Grefenstette - Research Scientist - Facebook AI Research (FAIR)

Teaching Artificial Agents to Understand Language by Modelling Reward

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LUNCH

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Jens Kober

Jens Kober - Associate Professor - TU Delft

Learning to Interact & Interacting to Learn

COMPUTER VISION

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Deep Learning for Incremental Object Detection and Visual Dialog

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Embodied Vision

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COFFEE

NATURAL LANGUAGE PROCESSING

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Deep Learning for Gesture Recognition within AR Interfaces

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Moving from Ensemble to Deep Learning in Natural Language Processing

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Neural Network based Multimodal Dialog Technologies towards Human-Robot Communication

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CONVERSATION & DRINKS

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DOORS OPEN

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WELCOME

STARTUP SESSIONS

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Using DL To Reverse the Resolution-Degrading Effects of Conventional Video Capture

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Your Voice is Pure Gold: Understand Speech Data with Deep Learning

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The Future of Audiobooks

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Towards Automated Clinical Coding

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Gerben Oostra

Gerben Oostra - Machine Learning Engineer - BigData Republic

Predicting Effectiveness of Churn Prevention Measures

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COFFEE

DEEP LEARNING APPLIED

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Sergei Bobrovskyi

Sergei Bobrovskyi - Data Scientist - Airbus

Industrial Time Series Anomaly Detection

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Li Erran Li

Li Erran Li - Chief Scientist/Adjunct Professor - Pony.ai/Columbia University

Machine Learning for Autonomous Driving: Recent Advances and Future Challenges

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Ingmar Posner

Ingmar Posner - Associate Professor in Engineering Science - University of Oxford

Efficient Supervision for Robot Learning

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Trevor Back

Trevor Back - Project Manager/Research Lead - DeepMind Health

Clinically Applicable Deep Learning

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LUNCH

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Deep Defense: Using Deep Learning to Fight off Uber Fraudsters

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Deep Learning for Drug Discovery

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PANEL: Explainable AI - Solving the Black Box Problem

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END OF SUMMIT

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Day 1

Hado van Hasselt - DeepMind

Deep Reinforcement Learning

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Day 1

Translating Guidelines into Action: Your Q&A - Ethics in AI

Audience-led Q&A

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Day 1

Rising Stars: The Next Generation of AI Pioneers - The Future of AI

Presentations & Closing Panel

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Day 1

How AI is Rewiring How Organisations Think - Dyson

Presentation & Roundtable Discussion

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Day 1

Vishal Motwani - Einstein.ai, Salesforce

Behind the Scenes - Salesforce Voice Assistant

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Day 2

Preparing Your Dataset for ML - Technical Lab

Technical Lab Session

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Day 2

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

Panel & Networking

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Day 2

RE•ACT - Blue-Sky Thinking

Have Your Say

*Please note the agenda is subject to change

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