Publications

Diffusion Meets Few-shot Class Incremental Learning [ArXiv'25]

Authors: Junsu Kim, Yunhoe Ku, Dongyoon Han†, Seungryul Baek†
(†Corresponding authors)

B-RIGHT: Benchmark Re-evaluation for Integrity in Generalized

Human-Object Interaction Testing [ArXiv'25]

Authors: Yoojin Jang*, Junsu Kim*, Hayeon Kim, Eun-ki Lee, Eun-sol Kim, Seungryul Baek, Jaejun Yoo† (*Co-first authors, †Corresponding author)

VLM-PL: Advanced Pseudo Labeling approach for Class Incremental Object Detection via Vision-Language Model [CVPRW'24]

Authors: Junsu Kim, Yunhoe Ku, Jihyeon Kim, Junuk Cha, Seungryul Baek

SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection [CVPR'24] [Highlight]

Authors: Junsu Kim, Sumin Hong, Chanwoo Kim, Jihyeon Kim, Yihalem Yimolal Tiruneh, Jeongwan On, Jihyun Song, Sunhwa Choi, Seungryul Baek

Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy [ICASSP'24]

Authors: Junsu Kim, Hoseong Cho, Jihyeon Kim, Yihalem Yimolal Tiruneh, Seungryul Baek

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