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within Chapter Remove this filter Mengxiao **e Remove this filter Artificial Intelligence Remove this filter Computer Imaging, Vision, Pattern Recognition and Graphics Remove this filter

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  1. No Access

    Chapter and Conference Paper

    SwinFusion: Channel Query-Response Based Feature Fusion for Monocular Depth Estimation

    Given a single RGB image, Monocular Depth Estimation (MDE) predicts the depth of each pixel by utilizing both global and local information. Most MDE networks use simple skip connections, each skip connection o...

    Pengfei Lai, Mengxiao Yin, Yifan Yin, Min **e in Pattern Recognition and Computer Vision (2024)

  2. No Access

    Chapter and Conference Paper

    Long-Term and Short-Term Perception in Knowledge Tracing

    Knowledge Tracing (KT) is a fundamental task in contemporary intelligent educational systems, which tracks the knowledge states of the learners based on their response sequences. KT is crucial for the effectiv...

    Zihang Chen, Mengxiao Zhu, Fei Wang, Shuanghong Shen, Zhenya Huang, Qi Liu in Big Data (2023)

  3. No Access

    Chapter and Conference Paper

    An Effective Gated and Attention-Based Neural Network Model for Fine-Grained Financial Target-Dependent Sentiment Analysis

    In this work, we propose an effective neural network architecture GABi-LSTM to address fine-grained financial target-dependent sentiment analysis from financial microblogs and news. We first adopt a gated mech...

    Mengxiao Jiang, Jianxiang Wang, Man Lan… in Knowledge Science, Engineering and Managem… (2017)