Schedule

08:15

REGISTRATION

09:00

Sampriti Bhattacharyya

Sampriti Bhattacharyya, Hydroswarm

WELCOME

DEEP LEARNING THEORY & APPLICATION

09:15

Andrew Tulloch

Andrew Tulloch, Facebook

Deep Learning in Production at Facebook

09:40

Sangram Ganguly

Sangram Ganguly, NASA Ames Research Center/ BAER Institute

Scaling Deep Learning Models to High Resolution Satellite Image Classification on the NASA Earth Exchange Platform

COMPUTER VISION

10:05

Dilip Krishnan

Dilip Krishnan, Google

New Approaches to Unsupervised Domain Adaptation

10:30

COFFEE

11:15

Leonid Sigal

Leonid Sigal, Disney Research

Semantic Embeddings for Recognition and Retrieval

11:40

Carl Vondrick

Carl Vondrick, MIT

SoundNet

12:00

Sanja Fidler

Sanja Fidler, University of Toronto

Towards Automatic Understanding of Stories from Videos

12:20

LUNCH

REINFORCEMENT LEARNING

13:30

Li Erran Li

Li Erran Li, Columbia University

Deep Reinforcement Learning: Recent Advances and Frontiers

NATURAL LANGUAGE PROCESSING

13:50

Chiori Hori

Chiori Hori, Mitsubishi Electric Research Laboratories (MERL)

Neural Network based Multimodal Dialog Technologies towards Human-Robot Communication

SPEECH RECOGNITION

14:10

Spyros Matsoukas

Spyros Matsoukas, Amazon

Deep Learning in Amazon Alexa

14:35

COFFEE

DEEP LEARNING & ROBOTICS

15:20

Helen Greiner

Helen Greiner, ChPhy Works

Drones Need to Learn

15:40

Stefanie Tellex

Stefanie Tellex, Brown University

Learning Models of Language, Action and Perception for Human-Robot Collaboration

AUTONOMOUS VEHICLES

16:00

Lex Fridman

Lex Fridman, MIT

Deep Learning for Self-Driving Cars

16:20

PANEL: Addressing the Implications of Autonomous Systems

Sampriti Bhattacharyya

Sampriti Bhattacharyya, Hydroswarm

PANELLIST

David Michael

David Michael, Cognex

PANELLIST

Scott Denenberg

Scott Denenberg, Veo Robotics

PANELLIST

Alex Lorman

Alex Lorman, ThayerMahan

MODERATOR

17:00

Conversation & Drinks

*Please note the agenda is subject to change

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