Georgia Tech Interdisciplinary Research Centers (IRCs)
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Recent Submissions
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Situated Natural Language Understanding
(2019-03-08) -
How Educational Design Research Can Help Win the Race Between Human Learning and Machine Learning
(2019-03-07)Over the past 25 years, major advances have been made in the development of machine learning, also referred to as "deep learning," a branch of artificial intelligence (AI) whereby computers are programmed to analyze large ... -
Contextual AI - The Next Frontier Towards Human-Centric Artificial Intelligence
(2019-02-28)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 and approach to AI. The ... -
Using IMS Standards to Advance Next-Generation Digital Learning Environments (NGDLE)
(2019-02-26)The NGDLE is a vision for a learning ecosystem not a detailed technical specification. As such, the NGDLE will evolve over time as technology matures and the research in teaching & learning identifies effective practices. ... -
Georgia's Ports - What's Next?
(2019-02-13)We will discuss a general global perspective, and then a North America focus on current and future supply chain challenges relative to infrastructure constraints. An overview of omni-channel dynamics in serving related ... -
Extended Reality (XR) for Teaching and Learning
(2019-02-07)Extended reality (XR) refers to real-and-virtual combined environment, including virtual reality (VR), augmented reality (AR), and mixed reality (MR). This talk explores the potential uses for extended reality in teaching ... -
Rethinking the Warehouse: Urban Space and Economy in an Age of Smart Logistics
(2019-01-16)Urban logistics automation is collapsing traditional boundaries between storage and delivery, extending the warehouse presence in the built environment. At the same time, the growth of e-commerce combined with logistics' ... -
Hybrid Machine Learning for Complex Systems: Algorithm and Architecture to Couple Model-Based and Data-Driven Learning
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
Automated Perception in the Real World: The Problem of Scarce Data
(2018-11-30)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 machine learning, ... -
Reconfigurable and Programmable Physical Computing for a Digital Computing World
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
Migratory Memory-Side Processing Breakthrough Architecture for Graph Analytics
(Georgia Institute of Technology, 2018-11-02)Today's data intensive applications, such as sparse-matrix linear algebra and graph analytics, do not exhibit the same locality traits as compute-intensive applications, resulting in the latency of individual memory accesses ... -
Emergent Computation in Active Matter
(Georgia Institute of Technology, 2018-11-02)Swarm robotics and programmable active matter both explore how individual agents can come together to perform useful tasks collectively. How effectively they can do this depends on the individuals' computational capabilities, ... -
An Overview of AI Initiative and Research at ORNL
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
Architecture and Compiler Support for Near-Term Quantum Computers
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
The Center for Health Analytics and Informatics (CHAI)- Observational Health Data Analytics at Scale
(Georgia Institute of Technology, 2018-11-02)An all-day summit featuring plenary talks on the future of computing and panel discussions. -
CRNCH Rogues Gallery Update: A Community Core for Novel Computing Platforms
(Georgia Institute of Technology, 2018-11-02)In one classic sense a rogue is someone who goes their own way, who breaks away from the crowd. The CRNCH Rogues Gallery aims to support computer architecture rogues by being a physical and virtual space providing access ... -
DNN-Dataflow- Hardware Co-Design for Enabling Pervasive General-Purpose AI
(Georgia Institute of Technology, 2018-11-02)The development of supervised learning based DL solutions today is mostly open loop. A typical DL model is created by hand-tuning the neural network (NN) topology by a team of experts over multiple iterations, often ... -
CRNCH Summit Opening Remarks
(Georgia Institute of Technology, 2018-11-02)Welcome by Dean Zvi Galil and Vivek Sarkar, Professor and CRNCH Co-director. An all-day summit featuring plenary talks on the future of computing and panel discussions. -
Data-to-Decisions for Safe Autonomous Flight
(Georgia Institute of Technology, 2018-11-07)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 mobility (UAM) a new ... -
Multimodal, Personable, and Knowledgeable Language Generation
(2018-11-19)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, we will discuss dialogue ...
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