2 papers
cs.LG2024
DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models
Nastaran Saadati, Minh Pham, Nasla Saleem +5
Recent advances in decentralized deep learning algorithms have demonstrated cutting-edge performance on various tasks with large pre-trained models. However, a pivotal prerequisite…
cs.CV2023
Active shooter detection and robust tracking utilizing supplemental synthetic data
Joshua R. Waite, Jiale Feng, Riley Tavassoli +4
The increasing concern surrounding gun violence in the United States has led to a focus on developing systems to improve public safety. One approach to developing such a system is…