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cs.CV2026
Accuracy Improvement of Cell Image Segmentation Using Feedback Former
Hinako Mitsuoka, Kazuhiro Hotta
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 rec…
cs.CV2026★ 8 cited
Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes
Sota Kato, Hinako Mitsuoka, Kazuhiro Hotta
There has been a lot of recent research on improving the efficiency of fine-tuning foundation models. In this paper, we propose a novel efficient fine-tuning method that allows the…