Demo Data from EDBT 2026 / reviewers in the wild / expert
Byeongjoon Kim
dblp:270/2973
· DBLP profile ↗
2ranked-venue papers
1as first author
2since 2021 · last 2021
0000-0002-1970-576XORCID · reported
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Generative modeling · 50% Probabilistic and Bayesian machine learning · 50% | |
| Computer graphics and multimedia
1 paper |
Image and video processing · 100% |
Topics — the 4 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Generative modeling
generative adversarial network |
0.5 | 1 | 2021 | GAN2GAN: Generative Noise Learning for Blind Denoising with Single Noisy Images · ICLR 2021 |
Machine learning › Probabilistic and Bayesian machine learning
noise modeling |
0.5 | 1 | 2021 | GAN2GAN: Generative Noise Learning for Blind Denoising with Single Noisy Images · ICLR 2021 |
Image and video processing › image restoration › image denoising
blind image denoising |
0.5 | 1 | 2021 | GAN2GAN: Generative Noise Learning for Blind Denoising with Single Noisy Images · ICLR 2021 |
Image and video processing › image restoration
image denoising |
0.5 | 1 | 2021 | GAN2GAN: Generative Noise Learning for Blind Denoising with Single Noisy Images · ICLR 2021 |
Methods — techniques the papers use, named apart from their topics
generative adversarial network · 1.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2021 | GAN2GAN: Generative Noise Learning for Blind Denoising with Single Noisy Images
Sungmin Cha, Taeeon Park, Byeongjoon Kim, Jongduk Baek, Taesup Moon |
ICLR | 3 |
| 2021 | Weakly-supervised progressive denoising with unpaired CT images
Byeongjoon Kim, Hyunjung Shim, Jongduk Baek |
Medical Image Anal. | 1 |