no code implementations • 15 Jan 2024 • Paul K. Mandal, Cole Leo
With the popularization of AI solutions for image based problems, there has been a growing concern for both data privacy and acquisition.
no code implementations • 31 Dec 2023 • Paul K. Mandal, Cole Leo, Connor Hurley
In the modern world, the amount of visual data recorded has been rapidly increasing.
no code implementations • 15 Dec 2023 • Paul K. Mandal
By using vertical federated learning, this research strives to provide a framework that enables healthcare institutions to harness the collective intelligence embedded in their distributed datasets without compromising patient privacy.
1 code implementation • 15 Nov 2022 • Paul K. Mandal, Rakeshkumar Mahto
In this paper, we design an auto encoder based off of Google's FNet Architecture in order to generate text from a subset of news stories contained in Google's C4 dataset.
1 code implementation • 22 Oct 2022 • Paul K. Mandal, Rakesh Mahto
This model has three different convolutional branches with each having a different length.