publications

publications by categories in reversed chronological order.

2024

2024

  1. diffinject_samples.png
    DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection
    Donggeun Ko, Sangwoo Jo, Dongjun Lee, and 2 more authors
    In SynData4CV Workshop @ The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR’24), 2024
  2. retrieval.png
    Retrieval-Based Disease Prediction for Myocardial Injury after Noncardiac Surgery: Leveraging Language Models as Diagnostic Tools
    Namjun Park, Donggeun Ko, Dongjun Lee, and 2 more authors
    In AAAI 2024 Spring Symposium on Clinical Foundation Models, 2024

2023

2023

  1. DiffuBias.png
    DiffuBias: Debiasing via Amplifying Bias with Latent Diffusion Model
    Donggeun Ko, Dongjun Lee, Namjun Park, and 1 more author
    arXiv preprint, 2023
  2. AmpliBias.png
    AmpliBias: Mitigating Dataset Bias through Bias Amplification in Few-shot Learning for Generative Models
    Donggeun Ko, Dongjun Lee, Namjun Park, and 3 more authors
    In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM), Short Paper, 2023
  3. mgcma.png
    MGCMA: Multi-scale Generator with Channel-wise Mask Attention to generate Synthetic Contrast-enhanced Chest Computed Tomography
    Jeongho Kim, Yun-Gyoo Lee, Donggeun Ko, and 3 more authors
    In Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing (ACM SAC), 2023
  4. acol_vit.png
    A-ColViT: Real-time Interactive Colorization by Adaptive Vision Transformer
    Gwanghan Lee, Saebyeol Shin, Donggeun Ko, and 2 more authors
    2023
  5. HCLREC.png
    Hierarchical Contrastive Learning with Multiple Augmentation for Sequential Recommendation
    Dongjun Lee, Donggeun Ko, and Jaekwang Kim
    arXiv preprint arXiv:2308.03400, 2023

2022

2022

  1. a2_adaptive.png
    A^2: Adaptive Augmentation for Effectively Mitigating Dataset Bias
    Jaeju An, Taejune Kim, Donggeun Ko, and 2 more authors
    In Proceedings of the Asian Conference on Computer Vision (ACCV), 2022
  2. WDC’22
    Deepfake Detection for Facial Images with Facemasks
    Donggeun Ko, Sangjun Lee, Jinyong Park, and 3 more authors
    arXiv preprint arXiv:2202.11359, 2022