Search for tag: "learning"

Ashwin Swaminathan - Perception at Magic Leap

This talk presents the importance of Computer Vision and Deep learning techniques in making Magic Leap an effective spatial computing platform. The four fundamental modalities are introduced: head…

From  Kathryn Gentilello 2 Months ago 17 views 0  

Sanjeev Srivastava - AI Driven Design Approach

Design Space Exploration (DSE) is an activity that is performed to systematically analyze several design points and then select the design(s) based on parameters of interest and design requirements.…

From  Kathryn Gentilello 3 Months ago 4 views 0  

David Addiss, Hope Bussenius, Rihana Nesrudin, Michael Elliott - Community Health: Widen the Lens

The Liam's Legacy Symposium honors the memory of Liam Rattray, an outstanding and socially-committed Georgia Tech Honors Program student who was tragically killed by a drunk driver just a few…

From  Kathryn Gentilello 3 Months ago 4 views 0  

Khari Diop, Sagdrina Jalal, Charles Moore, Skylar VanderLaan - Community Health: Focus on Georgia

The Liam's Legacy Symposium honors the memory of Liam Rattray, an outstanding and socially-committed Georgia Tech Honors Program student who was tragically killed by a drunk driver just a few…

From  Kathryn Gentilello 3 Months ago 7 views 0  

Oliver Brdicka - Contextual AI - The Next Frontier Towards Human-Centric Artificial Intelligence

This talk motivates a more human-centric wave of AI, dubbed Contextual AI. Contextual AI does not refer to a specific algorithm or machine learning method - instead, it takes a human-centric view…

From  Kathryn Gentilello 4 Months ago 6 views 0  

Jan Ernst - Automated Perception in the Real World: The Problem of Scarce Data

Machine perception is a key step toward artificial intelligence in domains such as self-driving cars, industrial automation, and robotics. Much progress has been made in the past decade, driven by…

From  Kathryn Gentilello 7 Months ago 5 views 0  

Mohit Bansal - Multimodal, Personable, and Knowledgeable Language Generation

In this talk, I will discuss my group's recent work on state-of-the-art natural language generation (NLG) and dialogue models that are multimodal, personality-based, and knowledge-rich. First,…

From  Kathryn Gentilello 7 Months ago 8 views 0  

Benjamin Recht - The Statistical Foundations of Learning to Control

Given the dramatic successes in machine learning and reinforcement learning over the past half decade, there has been a surge of interest in applying these techniques to continuous control problems…

From  Kathryn Gentilello 7 Months ago 42 views 0  

Graham Poliner - Practical Applications of Signal Processing and Machine Learning in a Dynamic Retail Environment

The retail industry is the midst of rapid change due to intensifying competition from fragmented and non-traditional sources, expansion of assortment breadth and product availability, and more…

From  Kathryn Gentilello 7 Months ago 49 views 0  

Ella Atkins - Data-to-Decisions for Safe Autonomous Flight

Traditional sensor data can be augmented with new data sources such as roadmaps and geographical information system (GIS) Lidar/video to offer emerging unmanned aircraft systems (UAS) and urban air…

From  Kathryn Gentilello 7 Months ago 18 views 0