Author name: Hinako Mitsuoka, Kazuhiro Hotta

arXiv:2408.12974v3 Announce Type: replace
Abstract: Semantic segmentation of microscopy cell images by deep learning is a significant technique. We considered that the Transformers, which have recently outperformed CNNs in image recognition, could als…

arXiv:2604.01859v1 Announce Type: new
Abstract: Recent progress in Temporal Action Segmentation (TAS) has increasingly relied on complex architectures, which can hinder practical deployment. We present a lightweight dual-loss training framework that i…