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cs.CV2025
Unlocking Robust Semantic Segmentation Performance via Label-only Elastic Deformations against Implicit Label Noise
Yechan Kim, Dongho Yoon, Younkwan Lee +7
While previous studies on image segmentation focus on handling severe (or explicit) label noise, real-world datasets also exhibit subtle (or implicit) label imperfections. These ar…
cs.CV2025
MedErr-CT: A Visual Question Answering Benchmark for Identifying and Correcting Errors in CT Reports
Sunggu Kyung, Hyungbin Park, Jinyoung Seo +9
Computed Tomography (CT) plays a crucial role in clinical diagnosis, but the growing demand for CT examinations has raised concerns about diagnostic errors. While Multimodal Large…