About

Hello. I’m WonJun Moon, a Ph.D. student at Sungkyunkwan university, South Korea. I am a member of [Visual Computing LABoratory] advised by Prof. Jae-Pil Heo. My research interests lie in computer vision and deep learning. Recently, I am mostly interested in Multi-modal Learning, e.g., Video Highlight Detection and Text-to-Video Retrieval. My other interests lie in Representation Learning, Open Set Recognition, Out-of-Distribution Detection, Semi-Supervised Learning , Data Augmentation, Few-shot Learning, Object Detection, Semantic Segmentation, and Long-Tailed Recognition.

News

  • (2023. 05) Selected as an 18th scholarship student of the Gwanjeong Educational Foundation.
  • (2023. 03) 2 papers accepted to CVPR 2023.
  • (2022. 11) 1 paper accepted to AAAI 2023.
  • (2022. 07) 2 papers accepted to ECCV 2022.
  • (2022. 03) 1 paper accepted to CVPR 2022.
  • (2021) AI Challenge hosted by Ministry of Science and ICT, South Korea : Selected/Funded as a good research team.

Publications

(* : equal contribution)

International

CVPR 2023 Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
[Arxiv] [Paper] [Code] [Video]
WonJun Moon*, Sangeek Hyun*, Sanguk Park, Dongchan Park, Jae-Pil Heo
CVPR 2023 Leveraging Hidden Positives for Unsupervised Semantic Segmentation
[Arxiv] [Paper] [Code]
Hyun Seok Seong, WonJun Moon, SuBeen Lee, Jae-Pil Heo
AAAI 2023 (oral) Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition
[Arxiv] [Paper] [Code] [Video]
WonJun Moon, Hyun Seok Seong, Jae-Pil Heo
ECCV 2022 Tailoring Self-Supervision for Supervised Learning
[Arxiv] [Paper] [Code] [Video]
WonJun Moon, Ji-Hwan Kim, Jae-Pil Heo
ECCV 2022 Difficulty-Aware Simulator for Open Set Recognition
[Arxiv] [Paper] [Code] [Video]
WonJun Moon, Junho Park, Hyun Seok Seong, Cheol-Ho Cho, Jae-Pil Heo
CVPR 2022 (oral) Task Discrepancy Maximization for Fine-grained Few-Shot Classification
[Arxiv] [Paper] [Code]
SuBeen Lee, WonJun Moon, Jae-Pil Heo

Domestic

KIISE 2022 Learning from Data Imbalance with Class Grouping Loss WonJun Moon, Jae-Pil Heo
KIISE 2020 Mix-Contrastive Match WonJun Moon, Jae-Pil Heo

Experience & Achievements

  • 18th Scholarship student of the Kwanjeong Educational Foundation
  • 2023 ICCV Reviewer
  • 2023, 2022 CVPR Reviewer

Education

  • Ph.D. Dept of Artificial Intelligence, Sungkyunkwan University

  • MS. Dept of Artificial Intelligence, Sungkyunkwan University
    GPA : 4.38 / 4.5

  • Bs. Dept of Software, Sungkyunkwan University
    GPA : 4.42 / 4.5

  • Language : Korean, English

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