Junsu Kim

Venues

Frequent coauthors

Papers

1. Can Synthetic Images Conquer Forgetting? Beyond Unexplored Doubts in Few-Shot Class-Incremental LearningBibTeX ⧉
   ICCV 2025 · Junsu Kim,

   Yunhoe Ku

   ,

   Seungryul Baek
2. LoRA Training Provably Converges to a Low-Rank Global Minimum Or It Fails Loudly (But it Probably Won't Fail)BibTeX ⧉
   ICML 2025 · Junsu Kim,

   Jaeyeon Kim

   ,

   Ernest K. Ryu
3. Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual LearningBibTeX ⧉
   AAAI 2025 · Junsu Kim,

   Suhyun Kim
4. Test-Time Adaptation with Binary FeedbackBibTeX ⧉
   ICML 2025 ·

   Taeckyung Lee

   ,

   Sorn Chottananurak

   , Junsu Kim,

   Jinwoo Shin

   ,

   Taesik Gong

   ,

   Sung-Ju Lee
5. Towards Robust Mathematical ReasoningBibTeX ⧉
   EMNLP 2025 ·

   Thang Luong

   ,

   Dawsen Hwang

   ,

   Hoang H. Nguyen

   ,

   Golnaz Ghiasi

   ,

   Yuri Chervonyi

   ,

   Insuk Seo

   , Junsu Kim,

   Garrett Bingham

   ,

   Jonathan Lee

   ,

   Swaroop Mishra

   ,

   Alex Zhai

   ,

   Clara Huiyi Hu

   ,

   Henryk Michalewski

   ,

   Jimin Kim

   ,

   Jeonghyun Ahn

   ,

   Junhwi Bae

   ,

   Xingyou Song

   ,

   Trieu H. Trinh

   ,

   Quoc V. Le

   ,

   Junehyuk Jung
6. SDDGR: Stable Diffusion-Based Deep Generative Replay for Class Incremental Object DetectionBibTeX ⧉
   CVPR 2024 · Junsu Kim,

   Hoseong Cho

   ,

   Jihyeon Kim

   ,

   Yihalem Yimolal Tiruneh

   ,

   Seungryul Baek
7. VLM-PL: Advanced Pseudo Labeling approach for Class Incremental Object Detection via Vision-Language ModelBibTeX ⧉
   CVPR 2024 · Junsu Kim,

   Yunhoe Ku

   ,

   Jihyeon Kim

   ,

   Junuk Cha

   ,

   Seungryul Baek
8. Visual Representation Learning with Stochastic Frame PredictionBibTeX ⧉
   ICML 2024 ·

   Huiwon Jang

   ,

   Dongyoung Kim

   , Junsu Kim,

   Jinwoo Shin

   ,

   Pieter Abbeel

   ,

   Younggyo Seo