no code implementations • CVPR 2023 • Agus Gunawan, Soo Ye Kim, Hyeonjun Sim, Jae-Ho Lee, Munchurl Kim
In order to modernize old photos, we propose a novel multi-reference-based old photo modernization (MROPM) framework consisting of a network MROPM-Net and a novel synthetic data generation scheme.
no code implementations • 5 Jul 2022 • Agus Gunawan, Muhammad Adi Nugroho, Se Jin Park
We explore a different direction where we propose to improve real image denoising performance through a better learning strategy that can enable test-time adaptation on the multi-task network.
1 code implementation • 5 Jul 2022 • Agus Gunawan, Xu Yin, Kang Zhang
Various normalization layers have been proposed to help the training of neural networks.
1 code implementation • 16 Jan 2022 • Agus Gunawan, Sultan Rizky Hikmawan Madjid
To tackle this problem, we proposed CISRNet; a network that employs a two-stage coarse-to-fine learning framework that is mainly optimized for Compressed Image Super-Resolution Problem.