Search Results for author: Agus Gunawan

Found 5 papers, 2 papers with code

MIVE: New Design and Benchmark for Multi-Instance Video Editing

no code implementations17 Dec 2024 Samuel Teodoro, Agus Gunawan, Soo Ye Kim, Jihyong Oh, Munchurl Kim

Recent AI-based video editing has enabled users to edit videos through simple text prompts, significantly simplifying the editing process.

Video Editing

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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