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  1. No Access

    Article

    Micro-expression recognition based on contextual transformer networks

    Micro-expression is a kind of unintentional facial expression that can reflect the genuine emotion. As a contactless affective computing method, micro-expressions have received attention from psychology and co...

    Jun Yang, Zilu Wu, Renbiao Wu in The Visual Computer (2024)

  2. No Access

    Article

    Tumor detection based on deep mutual learning in automated breast ultrasound

    Tumor detection in automated breast ultrasound (ABUS) images is critical for computer-aided diagnosis. A single deep learning based network is prone to make overconfident prediction. In this paper, a DML-YOLOX...

    Yanfeng Li, Zilu Zhang, Jia Sun, Hou** Chen… in Multimedia Tools and Applications (2024)

  3. No Access

    Article

    Adversarial-Based Ensemble Feature Knowledge Distillation

    Existing knowledge distillation methods usually consider class probabilities or directly align features, which ignore the rich information contained in high-level feature maps. In this paper, we propose a nove...

    Mingwen Shao, Shunhang Li, Zilu Peng, Yuantao Sun in Neural Processing Letters (2023)

  4. No Access

    Article

    Multi-task feature-aligned head in one-stage object detection

    Existing one-stage detectors usually use two decoupled branches to optimize two subtasks, i.e., object localization and classification. However, this design paradigm will lead to misalignment of spatial featur...

    Zeting Liu, Mingwen Shao, Yuantao Sun, Zilu Peng in Signal, Image and Video Processing (2023)

  5. Article

    Open Access

    What’s kee** teens up at night? Reflecting on sleep and technology habits with teens

    Sleep studies suggest that exams, jobs, and technologies keep teens up at night, but little research exists to engage teens in reflecting on their own sleep. We designed a set of cards and a web-based app ‘Sle...

    Bernd Ploderer, Shannon Rodgers, Zilu Liang in Personal and Ubiquitous Computing (2023)

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  6. No Access

    Article

    Validity of Consumer Activity Wristbands and Wearable EEG for Measuring Overall Sleep Parameters and Sleep Structure in Free-Living Conditions

    Consumer sleep tracking technologies offer an unobtrusive and cost-efficient way to monitor sleep in free-living conditions. Technological advances in hardware and software have significantly improved the func...

    Zilu Liang, Mario Alberto Chapa Martell in Journal of Healthcare Informatics Research (2018)

  7. No Access

    Article

    SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors

    Getting enough quality sleep is a key part of a healthy lifestyle. Many people are tracking their sleep through mobile and wearable technology, together with contextual information that may influence sleep qua...

    Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata… in Personal and Ubiquitous Computing (2016)