OCELOT: Overlapped Cell on Tissue Dataset for Histopathology

no code implementations • CVPR 2023 • Jeongun Ryu, Aaron Valero Puche, Jaewoong Shin, Seonwook Park, Biagio Brattoli, Jinhee Lee, Wonkyung Jung, Soo Ick Cho, Kyunghyun Paeng, Chan-Young Ock, Donggeun Yoo, Sérgio Pereira

Cell detection is a fundamental task in computational pathology that can be used for extracting high-level medical information from whole-slide images.

Cell Detection Multi-Task Learning +1

Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks

1 code implementation • NeurIPS 2021 • Jinhee Lee, HaeRi Kim, Youngkyu Hong, Hye Won Chung

To promote diversity in sample generation without degrading the overall quality, we propose a simple yet effective method to diagnose and emphasize underrepresented samples during training of a GAN.