The National Science Foundation Division of Information and Intelligent Systems awarded a $600,000 project grant to the University of Illinois under the Computer and Information Science and Engineering program (CFDA 47.070) for work on "MEDIUM: COLLABORATIVE RESEARCH: SELF-SUPERVISED RECOMMENDER SYSTEM LEARNING WITH APPLICATION SPECIFIC ADAPTION" from October 1, 2021 through September 30, 2025. The grant supports collaborative research at the University of Illinois to develop...
The University of California, Davis received a $382,629 Project Grant award from the National Science Foundation Division of Information and Intelligent Systems on August 15, 2021 to support research through July 31, 2022. The grant funds the development of an extensible heterogeneous network embedding framework to enable application-specific adaptation under the Computer and Information Science and Engineering program (CFDA #47.070). This framework will provide customizable network...
This Project Grant from the National Science Foundation Division of Information and Intelligent Systems, under the Computer and Information Science and Engineering federal grant program (CFDA 47.070), provides $169,938 to support research in self-supervised visual representation learning using mixed labeled and unlabeled data. Specifically, the University of California, Davis will study novel self-supervised learning algorithms that can learn rich visual features from unlabeled images and videos...
The University of California, Davis was awarded a $500,000 Project Grant from the National Science Foundation Division of Computing and Communication Foundations. The award is part of the NSF's Computer and Information Science and Engineering program (CFDA 47.070) and will support research using K-nearest neighbors methods for functional estimation and machine learning from October 1, 2021 to September 30, 2024. Funding will allow researchers at UC Davis to advance the development and use of...
This $600,000 Project Grant award, provided by the National Science Foundation (NSF) under the Computer and Information Science and Engineering (CISE) Federal Grant Program (CFDA 47.070), will support research by the University of California, San Diego (UCSD) to explore new approaches to conversational recommendation systems. The key objectives of this 3-year project include: 1) Collecting new datasets for training and evaluating conversational models that can provide personalized...
The National Science Foundation awarded a $415,000 Project Grant to the University of California, Davis under the Computer and Information Science and Engineering federal grant program (CFDA 47.070) from October 1, 2021 to September 30, 2024. The grant funds research on reinforcement learning techniques for real-time wireless scheduling and edge caching. As the prime awardee, UC Davis will conduct investigator-initiated research and develop algorithms to optimize resource allocation and...
The University of California, San Diego (UCSD) was awarded a 5-year, $165,000 Project Grant from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070). The goal of this project is to develop algorithms, software, and systems that can automatically generate high-quality labeled data to mitigate the lack of labeled training data in specialized domains such as healthcare, legislation, and environmental sciences. The proposed approaches...
The University of California, Davis received a $328,084 Project Grant award from the National Science Foundation Division of Computer and Network Systems on July 1, 2021. The grant supports research under the Computer and Information Science and Engineering program (CFDA 47.070) to advance the evolution of computer vision for low power devices and break through existing power and computational complexity barriers. Specifically, the university will conduct investigator-initiated research...
The University of California, Davis was awarded a $1.2 million project grant from the National Science Foundation Division of Computing and Communication Foundations. The grant is part of the NSF's Computer and Information Science and Engineering program (CFDA 47.070), which supports investigator-initiated research and education in computing, communications, and information science and engineering. Under the grant, UC Davis will conduct research on studying and exploiting the bimodality of...
The National Science Foundation awarded $800,000 under the Computer and Information Science and Engineering federal grant program (CFDA 47.070) to the University of California, San Diego from September 1, 2022 to August 31, 2025. The project grant funding will support the development of lifelong learning algorithms using hyperdimensional computing, a brain-inspired framework for distributed computing. Specifically, the awardee will advance algorithms for similarity search, density estimation,...