Computer Science and Center for Research in Computer Vision

Friday, June 30, 2023

  • Towards Efficient Learning under Label Noise: From Dawid-Skene to Deep Neural Networks

    CREOL: 102 and Virtual

    Speaker: Ms. Shahana Ibrahim From: Oregon State University Abstract With the rise of the AI revolution, there is an exceptionally high demand for data labeling. However, most data labeling is done through crowdsourcing techniques, where non-expert annotators often provide labels. This results in considerably noisy labels, which severely degrades the performance of AI systems trained on such data. This talk …

    CS/CRCV Seminars