Search for tag: "learning methods"

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 Weeks ago 10 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 A month ago 4 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 2 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 5 Months ago 4 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 5 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 5 Months ago 40 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 6 Months ago 46 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 6 Months ago 18 views 0  

Online Office Hours with BlueJeans

Presenter: Ed Bailey, Georgia Tech Professional Education New Tools Showcase 11-7-2018

From  ADMIN 6 Months ago 6 views 0  

Student Engagement in the Classroom with Turning Point

Chaohua Ou, Center for Teaching and Learning New Tools Showcase 11-7-2018

From  ADMIN 6 Months ago 7 views 0  

Creating and Delivering Videos with Kaltura Personal Capture

Chris Williams, Georgia Tech Professional Education New Tools Showcase 11-7-2018

From  ADMIN 6 Months ago 7 views 0  

Plagiarism Prevention and Education with Turnitin

Presenter: Vincent Spezzo, Center for Teaching and Learning New Tools Showcase 11-7-2018

From  ADMIN 6 Months ago 19 views 0  

Hugo Larochelle - Few-shot Learning with Meta-Learning: Progress Made and Challenges Ahead

A lot of the recent progress on many AI tasks enabled in part by the availability of large quantities of labeled data. Yet, humans are able to learn concepts from as little as a handful of examples.…

From  Kathryn Gentilello 6 Months ago 736 views 0  

Gregory Diamos - Reaching Beyond Human Accuracy With AI Datacenters

Deep learning has enabled rapid progress in diverse problems in vision, speech, healthcare, and beyond. This progress has been driven by breakthroughs in algorithms that can harness massive datasets…

From  Kathryn Gentilello 7 Months ago 21 views 0  

Georgia Tech Online

Built on Georgia Tech's commitment to deliver high-quality, affordable, and accessible education, Georgia Tech Online was created as a hub for all online programs offered by Georgia Tech. From…

From  Kelsey Harris 8 Months ago 29 views 0  

Timnit Gebru - Understanding the limitations of AI: When Algorithms Fail

Automated decision-making tools are currently used in high stakes scenarios. From natural language processing tools used to automatically determine one’s suitability for a job, to health…

From  Kathryn Gentilello 8 Months ago 40 views 0