International Journal

"FlawMatch: Conditional Defect Image Generation via Flow Matching for Improved Surface Defect Classification"

Hyunwoo Oh, Seunghee Choi, Jinho Baek, {Dong-Jin Kim*, Junegak Joung*} (* Co-corresponding authors)

Advanced Engineering Informatics (AEI), 2025. (Impact Factor 9.9)

"Semi-Supervised Image Captioning by Adversarially Propagating Labeled Data"

Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, and In So Kweon.

IEEE Access, 2024. (Impact Factor 3.4)

"Empirical study on using Adapters for debiased Visual Question Answering"

Jae Won Cho, Dawit Mureja Argaw, Yeongtaek Oh, Dong-Jin Kim, In So Kweon

Computer Vision and Image Understanding (CVIU), 2023. (Impact Factor 4.5)

"Counterfactual Mix-Up for Visual Question Answering"

{Jae Won Cho*, Dong-Jin Kim*}, Yunjae Jung, In So Kweon (* Co-first authors)

IEEE Access, 2023. (Impact Factor 3.9)

"Local Pseudo-Attributes for Long-Tailed Recognition"

Dong-Jin Kim, Tsung-Wei Ke, Stella X. Yu

Pattern Recognition Letters (PRL), 2023. (Impact Factor 5.1)

Also presented at the "Self-Supervised Learning: Theory and Practice" workshop in conjunction with NeurIPS 2022.

"Modeling Semantic Correlation and Hierarchy for Real-world Wildlife Recognition"

Dong-Jin Kim, Zhongqi Miao, Yunhui Guo, Stella X. Yu

IEEE Signal Processing Letters (SPL), 2023. (Impact Factor 3.201)

Also presented at "Workshop on Human in the Loop Learning" in conjunction with NeurIPS 2022.

"MCDAL: Maximum Classifier Discrepancy for Active Learning"

{Jae Won Cho*, Dong-Jin Kim*}, Yunjae Jung, and In So Kweon (* Co-first authors)

IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022. (Impact Factor 14.255)

Also presented at "The Workshop on Fine-Grained Visual Categorization" in conjunction with CVPR 2022.

"Dense Relational Image Captioning via Multi-task Triple-Stream Networks"

Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, and In So Kweon.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. (Impact Factor 24.314)

"ACP++: Action Co-occurrence Priors for Human-Object Interaction Detection"

Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, and In So Kweon,

IEEE Transactions on Image Processing (TIP), 2021. (Impact Factor 10.856)

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