All Stories

  1. PolarMAE: Efficient Fetal Ultrasound Pre-training via Semantic Screening and Polar-Guided Masking

    Article • November 2026, ACM (Association for Computing Machinery)

    Juhua Liu

  2. Epistemic-Aware Vision-Language Foundation Model for Fetal Ultrasound Interpretation

    Article • August 2026, ACM (Association for Computing Machinery)

    Jiancheng Pan, Juhua Liu

  3. When ControlNet Meets Inexplicit Masks: A Case Study of ControlNet on its Contour-following Ability

    Article • October 2024, ACM (Association for Computing Machinery)

    Juhua Liu

  4. PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions

    Article • October 2023, ACM (Association for Computing Machinery)

    Juhua Liu