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Jinhee Lee

2 accepted papers

2023

OCELOT: Overlapped Cell on Tissue Dataset for Histopathology

CVPR 2023poster

Cell detection is a fundamental task in computational pathology that can be used for extracting high-level medical information from whole-slide images. For accurate cell detection, pathologists often zoom out to understand the tissue-level structures and zoom in to classify cells based on their morp…

2021

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

NeurIPS 2021poster

Despite remarkable performance in producing realistic samples, Generative Adversarial Networks (GANs) often produce low-quality samples near low-density regions of the data manifold, e.g., samples of minor groups. Many techniques have been developed to improve the quality of generated samples, eithe…