Search Results for author: Paul K. Mandal

Found 5 papers, 2 papers with code

Vertical Federated Image Segmentation

no code implementations15 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.

Feature Compression Image Segmentation +3

Horizontal Federated Computer Vision

no code implementations31 Dec 2023 Paul K. Mandal, Cole Leo, Connor Hurley

In the modern world, the amount of visual data recorded has been rapidly increasing.

Image Segmentation object-detection +2

Vertical Federated Alzheimer's Detection on Multimodal Data

no code implementations15 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.

Privacy Preserving Vertical Federated Learning

An FNet based Auto Encoder for Long Sequence News Story Generation

1 code implementation15 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.

Story Generation

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