Zigfried Hampel-Arias

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Background Estimation

Hyperspectral Images

Top Venues

Publications

Zigfried Hampel-Arias, Adra Carr, Natalie Klein, Eric Flynn
2D Spectral Representations and Autoencoders for Hyperspectral Imagery Classification and ExplanabilitY. SSIAI (2024)
Scout Jarman, Zigfried Hampel-Arias, Adra Carr, Kevin R. Moon
Local Background Estimation for Improved Gas Plume Identification in Hyperspectral Images. CoRR (2024)
Natalie Klein, Adra Carr, Zigfried Hampel-Arias, Allison Zastrow, Amanda Ziemann, Eric Flynn
Hyperspectral Target Identification Using Physics-Guided Neural Networks with Explainability and Feature Attribution. IGARSS (2023)
Lucas Tindall, Zigfried Hampel-Arias, Joseph Goldfrank, Eric Mair, Truong Q. Nguven
Localizing Radio Frequency Targets Using Reinforcement Learning. ROSE (2021)
John K. Lewis, Imad Eddine Toubal, Helen Chen, Vishal Sandesera, Michael Lomnitz, Zigfried Hampel-Arias, Prasad Calyam, Kannappan Palaniappan
Deepfake Video Detection Based on Spatial, Spectral, and Temporal Inconsistencies Using Multimodal Deep Learning. AIPR (2020)
Michael Lomnitz, Zigfried Hampel-Arias, Vishal Sandesara, Simon Hu
Multimodal Approach for DeepFake Detection. AIPR (2020)
Michael Lomnitz, Zigfried Hampel-Arias, Nina Lopatina, Felipe A. Mejia
A general approach to bridge the reality-gap. CoRR (2020)
Michael Lomnitz, Nina Lopatina, Paul Gamble, Zigfried Hampel-Arias, Lucas Tindall, Felipe A. Mejia, Maria Alejandra Barrios
Reducing audio membership inference attack accuracy to chance: 4 defenses. CoRR (2019)
Felipe A. Mejia, Paul Gamble, Zigfried Hampel-Arias, Michael Lomnitz, Nina Lopatina, Lucas Tindall, Maria Alejandra Barrios
Robust or Private? Adversarial Training Makes Models More Vulnerable to Privacy Attacks. CoRR (2019)
James Bourbeau, Zigfried Hampel-Arias
PyUnfold: A Python package for iterative unfolding. J. Open Source Softw. 3 (26) (2018)