2 papers
cs.CV2026
Dissect and Prune: Enhancing Robustness in AI-Generated Image Detection
Dahye Kim, Jaehyun Choi, Hyun Seok Seong +4
While existing AI-generated image detectors report high performance, we identify that this is largely driven by a critical prediction asymmetry: a bias toward the real class that s…
cs.LG2026
LFNO: Bridging Laplace and Fourier via Transient-Steady Decomposition
Jeongun Ha, Sanga Yoon, Donghun Lee
We introduce the Laplace-Fourier Neural Operator (LFNO), a unified framework for modeling dynamical systems across transient and steady-state regimes by integrating the spectral ad…