NIPS 2018 Schedule

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SUN 2 DEC

8 a.m.

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AI for Good in Action

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IBM Project Debater

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Graphotate - Models and plugin tools to quickly annotate datasets for scientific research.

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Performance Breakthrough with Habana’s AI Inference Processor

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Real-time Defect Detection with SAS Deep Learning and Event Stream Processing

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Creative Minds Reimagining Healthcare

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Accelerating TensorFlow performance with nGraph

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Amazon’s internal hosted notebook service accelerating ML adoption, collaboration, and education

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FPGA based CNN system for video analytics

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TwentyBN’s Avatar: A life-like personable AI experience

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Automatic Generation of Factsheets for Trusted AI in a Runtime Environment

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NVIDIA AI Tech Workshop

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Common Model Infrastructure

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Fairness and Explainability: From ideation to implementation

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Machine Learning for Autonomous Driving: Recent Advances and Research Opportunities (MLAuto)

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Video Understanding in Youku

9 a.m.

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How Algorithmic Fairness influences the Product Development Lifecycle

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Eno's Deep Learning-Powered Natural Language Understanding

10:30 a.m.

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Deep learning in e-commerce: Building a deep learning capability & driving strong results

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AI at Alibaba

11:30 a.m.

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Native camera imaging on LIDAR and novel deep learning enablement

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The Montréal Declaration Responsible AI approach

2 p.m.

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Generative Models for Drug Discovery

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DL and RL in Intelligent Transportation Systems

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Real-Time Mobile Pose Estimation Based on a Teacher-Student Training Strategy

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ML on Resource Constrained Edge Devices – GesturePod!

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End-to-end machine learning engine for drug discovery

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How Performing Orchestration and Optimization Together Leads to Better Outcomes

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Simultaneous Translation

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Using MATLAB with Keras and ONNX

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Deep RL for Online Order Dispatching and Driver Repositioning

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High Performance Research (to Production) using PyTorch 1.0

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Beyond Jarvis: From AI Assistant to Ambient Intelligence

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Driving ML Adoption through Education in an Industry Setting

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Research to Production in NLP Applications at Facebook

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Make reinforcement learning in touch with industry

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Machine Learning for Drug discovery and Biomarker development

3 p.m.

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From Lab to Startup - How to Commercialize your AI Research

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Inside the Black Box: Machine Learning and Optimization at HRT

4:30 p.m.

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Image Retrieval and Video Editing pipeliens in Media Companies

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Artificial Intelligence for target identification in drug discovery

5:30 p.m.

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Governance of AI - a Human Rights Approach

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Intel nGraph: Unlocking Next-Generation Performance with Deep Learning Compilers