Search Results for author: Joshua R. Waite

Found 2 papers, 1 papers with code

DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models

1 code implementation11 Apr 2024 Nastaran Saadati, Minh Pham, Nasla Saleem, Joshua R. Waite, Aditya Balu, Zhanhong Jiang, Chinmay Hegde, Soumik Sarkar

This DIMAT paradigm presents a new opportunity for the future decentralized learning, enhancing its adaptability to real-world with sparse and light-weight communication and computation.

Active shooter detection and robust tracking utilizing supplemental synthetic data

no code implementations6 Sep 2023 Joshua R. Waite, Jiale Feng, Riley Tavassoli, Laura Harris, Sin Yong Tan, Subhadeep Chakraborty, Soumik Sarkar

The increasing concern surrounding gun violence in the United States has led to a focus on developing systems to improve public safety.

Transfer Learning

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