3 papers
cs.CV2026
Detection of Adversarial Attacks on Super-Resolvers Using Spectral Features
Emma J. Reid, Haley Duba-Sullivan, Tony G. Allen
The integration of deep learning models into image preprocessing pipelines such as super-resolution introduces a largely unexplored attack vector for adversaries targeting downstre…
cs.LG2026
Modality vs. Morphology: A Framework for Time Series Classification for Biological Signals
Jordan Tschida, Matthew Yohe, Edward Kane +10
Time series classification (TSC) of biological signals has progressed from handcrafted, modality-specific approaches to deep architectures capable of representing the diverse wavef…
eess.IV2024
CLAMP: Majorized Plug-and-Play for Coherent 3D LIDAR Imaging
Tony G. Allen, David J. Rabb, Gregery T. Buzzard +1
Coherent lidar uses a chirped laser pulse for 3D imaging of distant targets. However, existing coherent lidar image reconstruction methods do not account for the system's aperture,…