2 papers
cs.CV2025
Towards properties of adversarial image perturbations
Egor Kuznetsov, Kirill Aistov, Maxim Koroteev
Using stochastic gradient approach we study the properties of adversarial perturbations resulting in noticeable growth of VMAF image quality metric. The structure of the perturbati…
cs.LG2023
VMAF Re-implementation on PyTorch: Some Experimental Results
Kirill Aistov, Maxim Koroteev
Based on the standard VMAF implementation we propose an implementation of VMAF using PyTorch framework. For this implementation comparisons with the standard (libvmaf) show the dis…