Namhyuk Ahn

According to our database, Namhyuk Ahn authored at least 23 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation.

Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn

Int. J. Comput. Vis., June, 2024

Decomposing texture and semantic for out-of-distribution detection.

Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn

Expert Syst. Appl., March, 2024

Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models.

Namhyuk Ahn, KiYoon Yoo, Wonhyuk Ahn, Daesik Kim, Seung-Hun Nam

CoRR, 2024

Imperceptible Protection against Style Imitation from Diffusion Models.

Namhyuk Ahn, Wonhyuk Ahn, KiYoon Yoo, Daesik Kim, Seung-Hun Nam

CoRR, 2024

DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models.

Namhyuk Ahn, Junsoo Lee, Chunggi Lee, Kunhee Kim, Daesik Kim, Seung-Hun Nam, Kibeom Hong

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Magnitude Attention-based Dynamic Pruning.

Jihye Back, Namhyuk Ahn, Jangho Kim

CoRR, 2023

DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion Models.

Sungnyun Kim, Junsoo Lee, Kibeom Hong, Daesik Kim, Namhyuk Ahn

CoRR, 2023

LPMM: Intuitive Pose Control for Neural Talking-Head Model via Landmark-Parameter Morphable Model.

Kwangho Lee, Patrick Kwon, Myung-Ki Lee, Namhyuk Ahn, Junsoo Lee

CoRR, 2023

AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks.

Kibeom Hong, Seogkyu Jeon, Junsoo Lee, Namhyuk Ahn, Kunhee Kim, Pilhyeon Lee, Daesik Kim, Youngjung Uh, Hyeran Byun

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Interactive Cartoonization with Controllable Perceptual Factors.

Namhyuk Ahn, Patrick Kwon, Jihye Back, Kibeom Hong, Seungkwon Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Efficient deep neural network for photo-realistic image super-resolution.

Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn

Pattern Recognit., 2022

Cross-Domain Style Mixing for Face Cartoonization.

Seungkwon Kim, Chaeheon Gwak, Dohyun Kim, Kwangho Lee, Jihye Back, Namhyuk Ahn, Daesik Kim

CoRR, 2022

WebtoonMe: A Data-Centric Approach for Full-Body Portrait Stylization.

Jihye Back, Seungkwon Kim, Namhyuk Ahn

Proceedings of the SIGGRAPH Asia 2022 Technical Communications, 2022

Exploiting Distortion Information for Multi-degraded Image Restoration.

Wooksu Shin, Namhyuk Ahn, Jeong-Hyeon Moon, Kyung-Ah Sohn

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

What is Wrong with One-Class Anomaly Detection?

Junekyu Park, Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn

CoRR, 2021

2020

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy.

Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results.

Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution.

Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Restoring Spatially-Heterogeneous Distortions Using Mixture of Experts Network.

Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Photo-realistic Image Super-resolution with Fast and Lightweight Cascading Residual Network.

Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn

CoRR, 2019

2018

Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network.

Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn

Proceedings of the Computer Vision - ECCV 2018, 2018

Image Super-Resolution via Progressive Cascading Residual Network.

Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Image Distortion Detection Using Convolutional Neural Network.

Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017