18 citations · 18 across the 3 of their papers we have counts for
3 papers
cs.CV2025
Activation Boundary Matching: Task-Informed Initialization for Low-Rank Adaptation
Dongha Lee, Jinhee Park, Minjun Kim +1
Low-Rank Adaptation (LoRA) is highly sensitive to initialization, yet existing schemes construct the initial subspace from statistics at the pretrained point, capturing pre-adaptat…
cs.CV2025
RM: Real-Aware Residual Model Merging for Robust and Generalizable Deepfake Detection
Jinhee Park, Guisik Kim, Choongsang Cho +1
Deepfake generators evolve rapidly, making exhaustive data collection and repeated retraining impractical. Unlike generic multi-task settings, deepfake specialists share a common b…
cs.CV2016★ 18 cited
Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images
Hao Chen, Yefeng Zheng, Jin-Hyeong Park +2
Accurate detection and segmentation of anatomical structures from ultrasound images are crucial for clinical diagnosis and biometric measurements. Although ultrasound imaging has b…