2 papers
cs.LG2021
OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space
Sungkwon An, Jeonghoon Kim, Myungjoo Kang +2
Novelty detection using deep generative models such as autoencoder, generative adversarial networks mostly takes image reconstruction error as novelty score function. However, imag…
cs.CV2020
Blur Invariant Kernel-Adaptive Network for Single Image Blind deblurring
Sungkwon An, Hyungmin Roh, Myungjoo Kang
We present a novel, blind, single image deblurring method that utilizes information regarding blur kernels. Our model solves the deblurring problem by dividing it into two successi…