The National Science Foundation (NSF) awarded a $175,000 Project Grant under the Computer and Information Science and Engineering (CISE) program to the University of North Carolina at Charlotte. The project, titled "CRII: CSR: ENABLING ON-DEVICE CONTINUAL LEARNING THROUGH ENHANCING EFFICIENCY OF COMPUTING, MEMORY, AND DATA", aims to develop an efficient on-device continual learning framework that can incrementally learn new knowledge without forgetting prior learnt knowledge, while improving the efficiency of compute, memory, and data use. The research will focus on practical deployment requirements, including limited training data availability and limited labeling. The project will promote personalized, intelligent user experiences powered by AI while preserving data privacy and adapting to new information in real-time. Additionally, the project will yield an educational platform to support learning goals for K-12 students, undergraduates, graduates, and underrepresented groups in computing. The award period is from Aug 1, 2024 to Jul 31, 2026.
Mod # | Description | Reason For Modification | Federal Obligation (Click to sort descending) | Date (Click to sort ascending) |
|---|---|---|---|---|
| Not listed | $175.0k | 3/3/24 |