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Yutao Ma

2 accepted papers

2025

Evidential Deep Learning with Reweighted Margin Adjustment for Uncertainty-Driven Cervical OCT Image Diagnosis

ICASSP 2025accepted

Cervical optical coherence tomography (OCT) is crucial in diagnosing cervical diseases due to its high-resolution imaging and non-invasive characteristics. However, recent improvements in classifying cervical OCT images have mainly focused on accuracy, often neglecting the importance of uncertainty…

Cited by 0SourceScholar
2024

SciCode: A Research Coding Benchmark Curated by Scientists

NeurIPS 2024poster

Since language models (LMs) now outperform average humans on many challenging tasks, it is becoming increasingly difficult to develop challenging, high-quality, and realistic evaluations. We address this by examining LM capabilities to generate code for solving real scientific research problems. Inc…

Cited by 18SourcePDFScholar