Namhyuk Ahn

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 32

Top Topics

Image Super Resolution

Convolutional Neural Network

Comprehensive Analysis

Adaptive Regularization

Top Venues

SIGGRAPH Asia Technical Communications

Publications

Namhyuk Ahn, Wonhyuk Ahn, KiYoon Yoo, Daesik Kim, Seung-Hun Nam
Imperceptible Protection against Style Imitation from Diffusion Models. CoRR (2024)
Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn
Decomposing texture and semantic for out-of-distribution detection. Expert Syst. Appl. 238 (Part A) (2024)
Namhyuk Ahn, Junsoo Lee, Chunggi Lee, Kunhee Kim, Daesik Kim, Seung-Hun Nam, Kibeom Hong
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models. AAAI (2024)
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation. Int. J. Comput. Vis. 132 (6) (2024)
Kwangho Lee, Patrick Kwon, Myung-Ki Lee, Namhyuk Ahn, Junsoo Lee
LPMM: Intuitive Pose Control for Neural Talking-Head Model via Landmark-Parameter Morphable Model. CoRR (2023)
Kibeom Hong, Seogkyu Jeon, Junsoo Lee, Namhyuk Ahn, Kunhee Kim, Pilhyeon Lee, Daesik Kim, Youngjung Uh, Hyeran Byun
AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks. CoRR (2023)
Namhyuk Ahn, Patrick Kwon, Jihye Back, Kibeom Hong, Seungkwon Kim
Interactive Cartoonization with Controllable Perceptual Factors. CVPR (2023)
Jihye Back, Namhyuk Ahn, Jangho Kim
Magnitude Attention-based Dynamic Pruning. CoRR (2023)
Namhyuk Ahn, Junsoo Lee, Chunggi Lee, Kunhee Kim, Daesik Kim, Seung-Hun Nam, Kibeom Hong
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models. CoRR (2023)
Sungnyun Kim, Junsoo Lee, Kibeom Hong, Daesik Kim, Namhyuk Ahn
DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion Models. CoRR (2023)
Kibeom Hong, Seogkyu Jeon, Junsoo Lee, Namhyuk Ahn, Kunhee Kim, Pilhyeon Lee, Daesik Kim, Youngjung Uh, Hyeran Byun
AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks. ICCV (2023)
Jihye Back, Seungkwon Kim, Namhyuk Ahn
WebtoonMe: A Data-Centric Approach for Full-Body Portrait Stylization. SIGGRAPH Asia Technical Communications (2022)
Namhyuk Ahn, Patrick Kwon, Jihye Back, Kibeom Hong, Seungkwon Kim
Interactive Cartoonization with Controllable Perceptual Factors. CoRR (2022)
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
Efficient deep neural network for photo-realistic image super-resolution. Pattern Recognit. 127 (2022)
Wooksu Shin, Namhyuk Ahn, Jeong-Hyeon Moon, Kyung-Ah Sohn
Exploiting Distortion Information for Multi-degraded Image Restoration. CVPR Workshops (2022)
Seungkwon Kim, Chaeheon Gwak, Dohyun Kim, Kwangho Lee, Jihye Back, Namhyuk Ahn, Daesik Kim
Cross-Domain Style Mixing for Face Cartoonization. CoRR (2022)
Jihye Back, Seungkwon Kim, Namhyuk Ahn
WebtoonMe: A Data-Centric Approach for Full-Body Portrait Stylization. CoRR (2022)
Junekyu Park, Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn
What is Wrong with One-Class Anomaly Detection? CoRR (2021)
Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy. CVPR (2020)
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution. CoRR (2020)
Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network. CoRR (2020)
Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy. CoRR (2020)
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
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. CoRR (2020)
Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn
Restoring Spatially-Heterogeneous Distortions Using Mixture of Experts Network. ACCV (2) (2020)
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
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. CVPR Workshops (2020)
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution. CVPR Workshops (2020)
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
Photo-realistic Image Super-resolution with Fast and Lightweight Cascading Residual Network. CoRR (2019)
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
Fast, Accurate, and, Lightweight Super-Resolution with Cascading Residual Network. CoRR (2018)
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
Image Distortion Detection using Convolutional Neural Network. CoRR (2018)
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network. ECCV (10) (2018)
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
Image Super-Resolution via Progressive Cascading Residual Network. CVPR Workshops (2018)
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn
Image Distortion Detection Using Convolutional Neural Network. ACPR (2017)