RE•WORK Deep Learning Summit has ended

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RE•WORK Deep Learning Summit

6:30pm PST

PRE-REGISTRATION & WELCOME DRINKS Grand Ballroom FoyerNina D'Amato, The San Francisco Department of Technology

8:00am PST

REGISTRATION & LIGHT BREAKFAST Grand Ballroom Foyer

9:00am PST

Compère Welcome - Deep Learning Stage Grand BallroomAnirudh Koul, Aira

9:05am PST

Compère Welcome - AI Assistant Stage Pacific D-FAnn Thyme-Gobbel, Sound United

9:15am PST

Compère Welcome - Education & AI Stage Pacific B-CPreetham Vishwanatha, Course Hero Beyond Supervised Driving Grand BallroomAdrien Gaidon, Toyota Research Institute Past, Present, and Future of Conversational AI Pacific D-FGokhan Tur, Uber AI Labs

9:25am PST

Rising Star Feature: Disrupting Education with ML Pacific B-CJerry Qu, The Knowledge Society (TKS)

9:35am PST

Object-oriented Perception and Control Grand BallroomTejas Kulkarni, DeepMind

9:40am PST

Why Aren't Our AI Assistants Smarter? Pacific D-FCathy Pearl, Google

9:45am PST

Rising Star Feature: Can We Learn to Learn Pacific B-CBonnie Li, The Knowledge Society (TKS)

10:00am PST

Adversarial Machine Learning Grand BallroomIan Goodfellow, Google Brain

10:05am PST

Rising Star Feature: Transforming Civilization With Quantum Computing Pacific B-CTommy Moffat , The Knowledge Society (TKS) COFFEE BREAK Grand Ballroom Foyer

10:10am PST

Compère Welcome - Industry Applications Stage Pacific I-KMike Del Balso

10:20am PST

GE Power Business & Digital Transformation Pacific I-KVivek Thakral, GE

10:45am PST

Breaking Through Challenges in Industry Series: Using Deep Learning to Make Smarter Decisions for Retail Operations - Walmart Case Study Pacific I-KPrakhar Mehrotra, Walmart Labs

11:00am PST

Dialog Management with a Software 2.0 Stack Pacific D-F Human Insight Project – 21st Century Education System Pacific B-CKelvin Lwin, NVIDIA Deep Learning Institute

11:05am PST

Combining Planning and Learning Grand BallroomAravind Srinivas, UC Berkeley

11:15am PST

Breaking Through Challenges in Industry Series: OCR at Scale at Dropbox Pacific I-KThomas Berg, Dropbox

11:20am PST

Machine Learning for Continuous Improvement Pacific D-FNikhil Mane, Autodesk

11:25am PST

Compère Welcome - Connect Stage Pacific G-HThomas Simonini, Deep Reinforcement Learning Course Go-Explore: A New Type of Algorithm for Hard-exploration Problems Grand BallroomJeff Clune, Uber AI Labs Panel: Changemakers in AI - Young People Using AI for Good Pacific B-CEshika Saxena, Stanford AI4ALL • Jocelin Su, Stanford AI4ALL • Ria Doshi, Stanford AI4ALL • Tess Posner, AI4ALL

11:35am PST

A Hands-on Introduction to Pytorch, Using Text Classification Pacific G-HYannet Interian, University of San Francisco

11:40am PST

Conversational AI @ Facebook Pacific D-FRushin Shah, Facebook

11:45am PST

Deep Learning for Robotics and Robotics for Deep Learning Grand BallroomEric Jang, Google Brain Robotics Breaking Through Challenges in Industry Series: Challenges in Recommendation Systems at Twitter Scale Pacific I-KAshish Bansal, Twitter

12:00pm PST

Building Customer Service Virtual Agents Faster and Smarter by Analyzing Human-to-human Interactions with ML Pacific D-FOfer Ronen, Chatbase

12:05pm PST

Recent Advances From OpenAI Grand BallroomIlya Sutskever, OpenAI

12:15pm PST

Breaking Through Challenges in Industry Closing Panel Pacific I-KThomas Berg, Dropbox • Prakhar Mehrotra, Walmart Labs • Ashish Bansal, Twitter

12:20pm PST

1:20pm PST

Compère Welcome - Environment & Sustainability Stage Pacific B-CMark Crowley, University of Waterloo Artificial Training Data: How to Automate Your Bot Training Pacific D-FAntonio Valderrábanos, Bitext Curiosity Driven Learning, a promising strategy in Deep Reinforcement Learning Pacific G-HThomas Simonini, Deep Reinforcement Learning Course

1:30pm PST

Computer Vision and Deep Learning for Coral Ecology Pacific B-CDavid Kriegman, UCSD Probabilistic Deep Ensembles for Predictive Uncertainty Estimation Grand BallroomBalaji Lakshminarayanan, DeepMind

1:35pm PST

Systems for Feedback and Novelty in Deep Learning: A Case Study From Coursera Pacific I-KVinod Bakthavachalam, Coursera

1:45pm PST

Adding Structure to Spoken Language Understanding Pacific D-FRahul Goel, Alexa AI

1:50pm PST

Oscar, AI for Zero Waste Pacific B-CHassan Murad, Intuitive AI

1:55pm PST

Applying ML & NLP in Google Ads Grand BallroomSugato Basu, Google

2:00pm PST

Panel: Industry or Academia - Helping Students Decide What Next Pacific G-HBonnie Li, The Knowledge Society (TKS) • Vivek Thakral, GE • Joshua Jones, QuantHub • Lubomir Bourdev, WaveOne

2:05pm PST

Bringing Research And Production Together With PyTorch 1.0 Pacific I-KDmytro Dzhulgakov, Facebook

2:10pm PST

Adaptation Through Learning:Using Machine Learning to Improve Forest Wildfire Management Pacific B-CMark Crowley, University of Waterloo Chatbots: The (Long) Tail Wags the Dog Pacific D-FArun Chaganty, Eloquent Labs

2:20pm PST

On-device Neural Networks for Natural Language Processing Grand BallroomZornitsa Kozareva, Google

2:30pm PST

Opportunities and Challenges: AI for the Environment & Sustainability Pacific B-CHassan Murad, Intuitive AI • David Kriegman, UCSD • Mark Crowley, University of Waterloo Panel: How do we Encourage Women to Join Careers in STEM and What are the Next Steps? Pacific G-HDora Jambor • Alicia Kavelaars, OffWorld • Sonja Reid, OMGitsfirefoxx • Maithra Raghu, Google Brain/Cornell University • Catherine Lu, Spike Ventures

2:35pm PST

Open-Ended Challenges in Dialog Systems Pacific D-FChandra Khatri, Uber AI Labs

2:40pm PST

Continuous Object Detection for Conversational Vision Grand BallroomShalini Ghosh, Samsung Research America

2:45pm PST

Taming the Deep Learning Workflow Pacific I-KNeil Conway, Determined AI

3:00pm PST

Advancing State-of-the-art Image Recognition with Deep Learning on Hashtags Grand BallroomYixuan Li, Facebook AI (Computer Vision Group) With Great Dialog Comes Great Responsibility Pacific D-FDeborah Harrison, Microsoft

3:20pm PST

Data Science & Business Strategy Alignment – How to Ensure your Killer Tech Delivers Real Value Pacific G-HMatt Cowell, QuantHub COFFEE BREAK Grand Ballroom Foyer

3:55pm PST

Empathy Training 101 Pacific D-FCasey Sackett, Woebot Labs

4:00pm PST

Deeper Things: How Netflix Leverages Deep Learning in Recommendations and Search Grand BallroomSudeep Das, Netflix • Aish Fenton, Netflix

4:05pm PST

Talent & Talk and Skill Swap Pacific G-H

4:15pm PST

Building Neural Conversational Machines at Scale Pacific D-FSujith Ravi, Google

4:20pm PST

5 Lessons for Improving Training Performance Grand BallroomEmily Watkins, Pure Storage

4:35pm PST

Can an AI Assistant be as Important as the Web or as Mobile? Pacific D-FAdam Cheyer, Viv Labs/Samsung

4:40pm PST

The Myth of the interpretable, Robust, Compact and High Performance Deep Neural Network Grand BallroomSara Hooker, Google

5:00pm PST

CONVERSATION & DRINKS Grand Ballroom Foyer

8:00am PST

DOORS OPEN Grand Ballroom Foyer

9:00am PST

Compère Welcome - Deep Learning Stage Grand BallroomAlicia Kavelaars, OffWorld Compère Welcome - Ethics & Social Responsibility Stage Pacific I-KFiona McEvoy, YouTheData.com

9:10am PST

Learned Video Compression Grand BallroomLubomir Bourdev, WaveOne Three Principles for the Responsible Use of AI Pacific I-KJoshua Kroll, UC Berkeley School of Information Building Scalable Framework and Environment of Reinforcement Learning Pacific G-HYuandong Tian, Facebook AI Research (FAIR)

9:25am PST

Using AI to Transform Informational Videos and Our Watching Behavior Grand BallroomManish Gupta, VideoKen

9:40am PST

DNA of an AI Powered Robotic Workforce for Extreme Environments Grand BallroomAlicia Kavelaars, OffWorld How AI Can Empower the Blind Community Pacific I-KAnirudh Koul, Aira

9:55am PST

Deep Robotic Learning Grand BallroomSergey Levine, UC Berkeley

10:10am PST

Compère Welcome - Investors & Startups Stage Pacific B-CJeroen Vanhoutte,11.2 Capital COFFEE BREAK Grand Ballroom Foyer

10:20am PST

Playing for Keeps: High Stakes vs Low Stakes Pacific B-CIlya Kirnos, Signalfire

10:30am PST

Building On-prem GPU Training Infrastructure Pacific G-HStephen Balaban, Lambda Labs

10:35am PST

Compère Welcome - Futurescaping Stage Pacific D-FNina D'Amato, The San Francisco Department of Technology

10:45am PST

Control Algorithms for Imitation Learning from Observation Grand BallroomPeter Stone, University of Texas Human-Centric AI: Interpreting and Adjusting to Human Needs in Human-Machine Collaboration Pacific D-FMark Bergen, Bloomberg News • Vinod Bakthavachalam, Coursera • Dimitri Kanevsky, Google • Dorsa Sadigh, Stanford University Quick Pitch Pacific B-C Reimaging the News: How can AI/ML be used to assure open and credible news platforms? Pacific I-KMike Tamir, Uber ATG • Ilya Kirnos, Signalfire • Michael Martin, Signalfire

11:05am PST

Meta-Learning Deep Networks Grand BallroomChelsea Finn, Google Brain & Berkeley AI Research

11:15am PST

End-to-End Continuous Machine Learning in Production with PipelineAI, Spark ML, TensorFlow AI, PyTorch, Kafka, TPUs, and GPUs Pacific G-HChris Fregly, PipelineAI

11:25am PST

Growth Across Borders: Navigating International Expansion for AI Companies Pacific D-FJon French • Ram Shanmugam, AutonomIQ • Lloyed Lobo, Boast.AI • Thomas Hamilton, Ross Intelligence

11:30am PST

Latent Structure in Deep Robotic Learning Grand BallroomKarol Hausman, Google Brain

11:50am PST

Applying Multimodal Integrated Learning Behavioral Analysis and Virtual Personalized Assistant to Adaptive Education Grand BallroomEdgar Kalns, Squirrel AI

12:10pm PST

Brand is Beyond Logos – Understanding Visual Brand Grand BallroomRobinson Piramuthu, eBay

12:15pm PST

1:00pm PST

Understanding the limitations of AI: When Algorithms Fail Pacific I-KTimnit Gebru, Ethical AI Team at Google Imagination-Based AI: Envision the Future Beyond DL Pacific G-HSridhar Mahadevan, Adobe Research

1:15pm PST

Applying Deep Learning to Article Embedding for Fake News Evaluation Grand BallroomMike Tamir, Uber ATG Adopting a Machine Learning Mindset: How to Discover, Develop, and Deliver Automation Solutions Company-Wide Pacific D-FMarsal Gavalda, Square

1:20pm PST

Investing in Startups Panel – Part 1 : Current landscape and the Do’s & Don’ts for Entrepreneurs Pacific B-CAshish Aggarwal, Grishin Robotics • Ashu Garg, Foundation Capital • Albert Wang, Qualcomm Ventures • Chris Neumann, Commonwealth Ventures

1:30pm PST

Panel: Ethical AI - Harnessing Automation for a Just World Pacific I-KShubha Nabar, Salesforce Einstein • Anna Bethke, Intel • Chandra Khatri, Uber AI Labs • Londa Schiebinger, Stanford University

1:40pm PST

Applying Deep Learning To Airbnb Search Grand BallroomMalay Haldar, Airbnb

1:45pm PST

Panel: Should you be Hiring a Chief AI Officer? Pacific D-FPavan Arora, Aramark • Robinson Piramuthu, eBay • George Lawton, Independent • Alan Lee, Kohl's • Marsal Gavalda, Square

1:50pm PST

Investing in Startups Panel – Part 2 : Moonshot Ideas and Applications That Excite a VC Pacific B-CUpal Basu, NGP Capital • Veronica Mittal, Trifecta Capital • Ajay Singh, Samsung NEXT Ventures • Catherine Lu, Spike Ventures

2:00pm PST

End-to-End Conversational System for Customer Service Application Grand BallroomManisha Srivastava, Amazon Customer Service

2:10pm PST

Extended Q&A: Practical Next Steps Towards Ethical AI Pacific I-KAli Shah, BBC • Deborah Harrison, Microsoft • Ben Roome, Ethical Resolve • David Gunkel, Northern Illinois University

2:20pm PST

Human and Artificial Intelligence in Healthcare Grand BallroomMaithra Raghu, Google Brain/Cornell University Meet the Investors Pacific B-CVijay Reddy, Intel Capital • Ashu Garg, Foundation Capital • Upal Basu, NGP Capital • Catherine Lu, Spike Ventures • Ajay Singh, Samsung NEXT Ventures • Albert Wang, Qualcomm Ventures • Chris Neumann, Commonwealth Ventures

2:40pm PST

A Deep Learning Model for Early Prediction of the Diagnosis of Alzheimer Disease from 18F-FDG PET scan of the Brain Grand BallroomJae Ho Sohn, UCSF Medical Center

3:00pm PST

END OF SUMMIT Grand Ballroom Foyer