Eunju Park

Eunju Park

Ewha Womans University

I’m Eunju Park. I hold a Bachelor’s degree in Mathematics and Computer Engineering from Ewha Womans University.
I am passionate about artificial intelligence and its potential to bridge the gap between modalities, enabling machines to understand and interact with the world more intuitively.
My research interests include Multimodal Learning, Multimodal Hallucination, Anomaly Detection, Generative Models and Vision-Language Models.

📝 Publications

🌍 Abroad

sym

SK-RD4AD : Skip-Connected Reverse Distillation for Robust One-Class Anomaly Detection

Eunju Park, TaeKyung Kim, MinJu Kim, HoJun Lee, GilJun Lee
CVPR Workshop 2025

code | paper | poster

  • SK-RD4AD introduces non-aligned skip connections to RD4AD, enhancing anomaly localization by preserving multi-scale features.
  • It achieves strong performance on MVTec-AD, VISA, and VAD while maintaining efficient inference and robust generalization.

🏢 Domestic

  • Prompt Learning Based Model Training for Robust Multimodal Classification with Missing Modalities

    Eunju Park* , Junsub Kim* , Heejae Yang†
    Summer Annual Conference of IEIE 2025
    [code] | [poster]

  • Research on an Effective Model Architecture for Multimodal Few-shot Visual Grounding without Fine-Tuning

    Eunju Park* ,Youngseo Hwang* , Junsub Kim* , Heejae Yang†
    Autumn Annual Conference of IEIE 2024
    [code] | [paper] | [poster]

  • Enhancing Knowledge-based Visual Question Answering Performance through Multilayer Co-Attention and Question-Aware Prompt

    Eunju Park* , Jiwon Kim* , Hankyeol Lee* , Taekyung Kim* , Yoorhim Cho†
    Autumn Annual Conference of IEIE 2024
    [code] | [paper] | [poster]

💬 Research

  • 2024.11 - 2025.01 : Robust Audio-Visual Classification End-to-End Framework under Uncertain Missing Modality using Prompt Learning
    [code]
  • 2024.07 - 2024.10 : Multimodal Template-Based Learning for Few-Shot Visual Grounding
    [code]
  • 2024.05 - 2024.08 : Question-Aware Prompting and Multi-layer Co-Attention for Enhanced KB-VQA
    [code]
  • 2024.04 - 2024.10 : Improving One-Class Anomaly Detection for Robustness
    [code]

🏆 Honors and Awards

  • 2023.11, Silver Award, 2023 Hanium ICT Mentoring, for “AI Braille English-Korean Translator”
    [code] | [video]
  • 2023.10, Grand Prize, Korean Information Processing Society Conference (ACK 2023), for “Development of a Braille Translation and Document Summarization System for the Visually Impaired Education”
    [paper]

📖 Educations

  • 2020.03 - 2025.08 , Ewha Womans University, Bachelor of Mathematics and Computer Science

🧠 Professional Activities

  • Reviewer

    IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) Workshop, TMM-OpenWorld 2025

💻 Internships

  • 2024.07 - 2024.08, Language Intelligence Lab @ ETRI