Search Results for author: Agus Gunawan

Found 4 papers, 2 papers with code

Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer

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.

Style Transfer Synthetic Data Generation

Test-time Adaptation for Real Image Denoising via Meta-transfer Learning

no code implementations5 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.

Auxiliary Learning Image Denoising +2

Understanding and Improving Group Normalization

1 code implementation5 Jul 2022 Agus Gunawan, Xu Yin, Kang Zhang

Various normalization layers have been proposed to help the training of neural networks.

Image Classification

CISRNet: Compressed Image Super-Resolution Network

1 code implementation16 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.

Compressed Image Super-resolution Image Super-Resolution

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