Search Results for author: Van Minh Nguyen

Found 6 papers, 1 papers with code

Characterizing Satellite Geometry via Accelerated 3D Gaussian Splatting

no code implementations5 Jan 2024 Van Minh Nguyen, Emma Sandidge, Trupti Mahendrakar, Ryan T. White

We demonstrate model training and 3D rendering performance on a hardware-in-the-loop satellite mock-up under several realistic lighting and motion conditions.

Conceptualizing Suicidal Behavior: Utilizing Explanations of Predicted Outcomes to Analyze Longitudinal Social Media Data

1 code implementation13 Dec 2023 Van Minh Nguyen, Nasheen Nur, William Stern, Thomas Mercer, Chiradeep Sen, Siddhartha Bhattacharyya, Victor Tumbiolo, Seng Jhing Goh

The COVID-19 pandemic has escalated mental health crises worldwide, with social isolation and economic instability contributing to a rise in suicidal behavior.

Language Modelling

Boolean Variation and Boolean Logic BackPropagation

no code implementations13 Nov 2023 Van Minh Nguyen

The notion of variation is introduced for the Boolean set and based on which Boolean logic backpropagation principle is developed.

FAVANO: Federated AVeraging with Asynchronous NOdes

no code implementations25 May 2023 Louis Leconte, Van Minh Nguyen, Eric Moulines

In this paper, we propose a novel centralized Asynchronous Federated Learning (FL) framework, FAVANO, for training Deep Neural Networks (DNNs) in resource-constrained environments.

Federated Learning

3D Reconstruction of Non-cooperative Resident Space Objects using Instant NGP-accelerated NeRF and D-NeRF

no code implementations22 Jan 2023 Basilio Caruso, Trupti Mahendrakar, Van Minh Nguyen, Ryan T. White, Todd Steffen

This work adapts Instant NeRF and D-NeRF, variations of the neural radiance field (NeRF) algorithm to the problem of mapping RSOs in orbit for the purposes of functionality identification and assisting with OOS.

3D Reconstruction

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