2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.DC2026
TimelyFreeze: Adaptive Parameter Freezing Mechanism for Pipeline Parallelism
Seonghye Cho, Jaemin Han, Hyunjin Kim +2
Pipeline parallelism enables training models that exceed single-device memory, but practical throughput remains limited by pipeline bubbles. Although parameter freezing can improve…
cs.CV2024
PartSTAD: 2D-to-3D Part Segmentation Task Adaptation
Hyunjin Kim, Minhyuk Sung
We introduce PartSTAD, a method designed for the task adaptation of 2D-to-3D segmentation lifting. Recent studies have highlighted the advantages of utilizing 2D segmentation model…
cs.CV2023★ 2 cited
ExMobileViT: Lightweight Classifier Extension for Mobile Vision Transformer
Gyeongdong Yang, Yungwook Kwon, Hyunjin Kim
The paper proposes an efficient structure for enhancing the performance of mobile-friendly vision transformer with small computational overhead. The vision transformer (ViT) is ver…