Hyeran Byun

Full Professor, Yonsei University

Joined

February 2019

Names

Hyeran Byun (Preferred)

Emails

****@yonsei.ac.kr (Confirmed)

Personal Links

Career & Education History

Full Professor

Yonsei University (yonsei.ac.kr)

1994 – Present

Advisors, Relations & Conflicts

Coauthor

Yasuyuki Matsushita

2011 – 2014

Coauthor

2002 – 2003

Expertise

Pattern Recognition

1994 – Present

Computer Vision

1994 – Present

Machine Learning

1994 – Present

Publications

Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation
Seogkyu Jeon, Kibeom Hong, Hyeran Byun
- ICCV 2025
- Readers: Everyone
BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos
Pilhyeon Lee, Hyeran Byun
- ECCV (2) 2024
- Readers: Everyone
Discovering an inference recipe for weakly-supervised object localization
Sanghuk Lee, Cheolhyun Mun, Youngjung Uh, Junsuk Choe, Hyeran Byun
- Pattern Recognit. 2024
- Readers: Everyone
Small Objects Matters in Weakly-supervised Semantic Segmentation
Cheolhyun Mun, Sanghuk Lee, Youngjung Uh, Junsuk Choe, Hyeran Byun
- WACV 2024
- Readers: Everyone
Fair-VPT: Fair Visual Prompt Tuning for Image Classification
Sungho Park, Hyeran Byun
- CVPR 2024
- Readers: Everyone
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
- 31 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Task-aware network: Mitigation of task-aware and task-free performance gap in online continual learning
Yongwon Hong, Sungho Park, Hyeran Byun
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- Neurocomputing 2023
- Readers: Everyone
Expert-guided contrastive learning for video-text retrieval
Jewook Lee, Pilhyeon Lee, Sungho Park, Hyeran Byun
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- Neurocomputing 2023
- Readers: Everyone
Decomposed Cross-Modal Distillation for RGB-based Temporal Action Detection
Pilhyeon Lee, Taeoh Kim, Minho Shim, Dongyoon Wee, Hyeran Byun
- CVPR 2023
- Readers: Everyone
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
- ICCV 2023
- Readers: Everyone

View all 103 publications

Co-Authors

View all 52 co-authors