62 citations · 97 across the 17 of their papers we have counts for
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cs.CV2022★ 3 cited
Reconstructed Student-Teacher and Discriminative Networks for Anomaly Detection
Shinji Yamada, Satoshi Kamiya, Kazuhiro Hotta
Anomaly detection is an important problem in computer vision; however, the scarcity of anomalous samples makes this task difficult. Thus, recent anomaly detection methods have used…
eess.IV2022★ 1 cited
Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation
Sota Kato, Kazuhiro Hotta
Dice loss is widely used for medical image segmentation, and many improvement loss functions based on such loss have been proposed. However, further Dice loss improvements are stil…
eess.IV2022
Adversarial Mutual Leakage Network for Cell Image Segmentation
Hiroki Tsuda, Kazuhiro Hotta
We propose three segmentation methods using GAN and information leakage between generator and discriminator. First, we propose an Adversarial Training Attention Module (ATA-Module)…