Zigfried Hampel-Arias

According to our database, Zigfried Hampel-Arias authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

2D Spectral Representations and Autoencoders for Hyperspectral Imagery Classification and ExplanabilitY.

Zigfried Hampel-Arias, Adra Carr, Natalie Klein, Eric Flynn

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2024

Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images.

Scout Jarman, Zigfried Hampel-Arias, Adra Carr, Kevin R. Moon

Proceedings of the IGARSS 2024, 2024

2023

Hyperspectral Target Identification Using Physics-Guided Neural Networks with Explainability and Feature Attribution.

Natalie Klein, Adra Carr, Zigfried Hampel-Arias, Allison Zastrow, Amanda Ziemann, Eric Flynn

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021

Localizing Radio Frequency Targets Using Reinforcement Learning.

Lucas Tindall, Zigfried Hampel-Arias, Joseph Goldfrank, Eric Mair, Truong Q. Nguyen

Proceedings of the 14th IEEE International Symposium on Robotic and Sensors Environments, 2021

2020

A general approach to bridge the reality-gap.

Michael Lomnitz, Zigfried Hampel-Arias, Nina Lopatina, Felipe A. Mejia

CoRR, 2020

Multimodal Approach for DeepFake Detection.

Michael Lomnitz, Zigfried Hampel-Arias, Vishal Sandesara, Simon Hu

Proceedings of the 49th IEEE Applied Imagery Pattern Recognition Workshop, 2020

Deepfake Video Detection Based on Spatial, Spectral, and Temporal Inconsistencies Using Multimodal Deep Learning.

John K. Lewis, Imad Eddine Toubal, Helen Chen, Vishal Sandesera, Michael Lomnitz, Zigfried Hampel-Arias, Prasad Calyam, Kannappan Palaniappan

Proceedings of the 49th IEEE Applied Imagery Pattern Recognition Workshop, 2020

2019

Reducing audio membership inference attack accuracy to chance: 4 defenses.

Michael Lomnitz, Nina Lopatina, Paul Gamble, Zigfried Hampel-Arias, Lucas Tindall, Felipe A. Mejia, Maria Alejandra Barrios

CoRR, 2019

Robust or Private? Adversarial Training Makes Models More Vulnerable to Privacy Attacks.

Felipe A. Mejia, Paul Gamble, Zigfried Hampel-Arias, Michael Lomnitz, Nina Lopatina, Lucas Tindall, Maria Alejandra Barrios

CoRR, 2019

2018

PyUnfold: A Python package for iterative unfolding.

James Bourbeau, Zigfried Hampel-Arias

J. Open Source Softw., 2018