Publications

International

2026

• Adaptive Classifier-Free Guidance for Robust Image-to-Image Translation

Bongguk Son, Sangryul Jeon

IEEE Access, 2026.

• Dual Visual-Textual Graph Construction for Open-Vocabulary Semantic Segmentation

Bigyeol Choi, Sangryul Jeon

IEEE Access, 2026.

2023

• Local-guided Global: Paired Similarity Representation for Visual Reinforcement Learning

Hyesong Choi, Hunsang Lee, Wonil Song, Sangryul Jeon, Dongbo Min, Kwanghoon Sohn

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

2022

• Pyramidal Semantic Correspondence Networks

Sangryul Jeon, Seungryong Kim, Dongbo Min, Kwanghoon Sohn

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

• COAT: Correspondence-driven Object Appearance Transfer

Sangryul Jeon, Seungryong Kim, Dongbo Min, Kwanghoon Sohn

British Machine Vision Conference (BMVC), 2022. (Spotlight Presentation)

• Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence

Sunghwan Hong, Jisu Nam, Seokju Cho, Susung Hong, Sangryul Jeon, Dongbo Min, Seungryong Kim

Neural Information Processing Systems (NeurIPS), 2022.

• Unsupervised Scene Sketch to Photo Synthesis

Jiayun Wang, Sangryul Jeon, Stella X. Yu, Xi Zhang, Himanshu Arora, Yu Lou

European Conference on Computer Vision Workshop (ECCVW), 2022. – AIM: Advanced in Image Manipulation Workshop and Challenges

2021

• CATs: Cost Aggregation Transformers for Visual Correspondence

Seokju Cho*, Sunghwan Hong*, Sangryul Jeon, Yunsung Lee, Kwanghoon Sohn, Seungryong Kim

Neural Information Processing Systems (NeurIPS), 2021. (* indicates equal contribution)

• Mining Better Samples for Contrastive Learning of Temporal Correspondence

Sangryul Jeon, Dongbo Min, Seungryong Kim, Kwanghoon Sohn

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

2020

• Guided Semantic Flow

Sangryul Jeon, Dongbo Min, Seungryong Kim, Kwanghoon Sohn

European Conference on Computer Vision (ECCV), 2020.

2019

• Joint Learning of Semantic Alignment and Object Landmark Detection

Sangryul Jeon, Dongbo Min, Seungryong Kim, Kwanghoon Sohn

IEEE/CVF International Conference on Computer Vision (ICCV), 2019.

• Semantic Attribute Matching Networks

Seungryong Kim, Dongbo Min, Somi Jeong, Sunok Kim, Sangryul Jeon, Kwanghoon Sohn

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

2018

• Recurrent Transformer Networks for Semantic Correspondence

Seungryong Kim, Stephen Lin, Sangryul Jeon, Dongbo Min, Kwanghoon Sohn

Neural Information Processing Systems (NeurIPS), 2018.

• PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence

Sangryul Jeon, Seungryong Kim, Dongbo Min, Kwanghoon Sohn

European Conference on Computer Vision (ECCV), 2018.

2017

• FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence

Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Domestic

2025

• Dual Affinity Graph Construction for Open-Vocabulary Semantic Segmentation

Bigyeol Choi, Kyun-dong Kim, Sung-soo Kim, Sangryul Jeon

Korea Computer Congress (KCC), 2025.

2024

• Denoising Pixel-Text Alignments driven by Diffusion Process for Open-Vocabulary Semantic Segmentation

Bigyeol Choi, Sangryul Jeon

Korean Artificial Intelligence Association Summer Conference (KAIA), 2024.