Publications

2024

  1. TPAMI
    Bi-Directional Ensemble Feature Reconstruction Network for Few-Shot Fine-Grained Classification
    Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, and Yi-Zhe Song
    IEEE Transactions on Pattern Analysis and Machine Intelligence 2024
    HTML Code Project Page
  2. APSIPA
    Visual Semantic Alignment Network based on Pre-trained ViT for Few-shot Image Classification
    Jiaming Zhang, Jijie Wu, and Xiaoxu Li
    In 2024 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2024
  3. APSIPA
    Agent Attention Feature Reconstruction Network for Fine-Grained Few-Shot Image Classiffcation
    Dongfei Chang, Jijie Wu, and Xiaoxu Li
    In 2024 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2024

2023

  1. APSIPA
    Dual Feature Reconstruction Network Based on Few-Shot Image Classification
    Xiaowei Guo, Jijie Wu, Kai Ren, Qi Song, and Xiaoxu Li
    In 2023 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2023
  2. TCSVT
    Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification
    Xiaoxu Li, Qi Song, Jijie Wu, Rui Zhu, Zhanyu Ma, and Jing-Hao Xue
    IEEE Transactions on Circuits and Systems for Video Technology 2023
    HTML Code
  3. AAAI
    Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification
    Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, and Yi-Zhe Song
    In the Thirty-Seventh AAAI Conference on Artificial Intelligence 2023
    arXiv HTML Code Poster

2021

  1. TIP
    BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification
    Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, and Jing-Hao Xue
    IEEE Transactions on Image Processing 2021
    arXiv HTML Code Poster
  2. AISTATS
    Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification
    Zhuo Sun, Jijie Wu, Xiaoxu Li, Wenming Yang, and Jing-Hao Xue
    In International Conference on Artificial Intelligence and Statistics 2021
    HTML
  3. ICAICA
    Cross-Domain Few-Shot Classification through Diversified Feature Transformation Layers
    Yalan Li, and Jijie Wu
    In 2021 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA) 2021
    HTML

2020

  1. APSIPA
    Anti-Noise Relation Network for Few-shot Learning
    Xiaoxu Li, Jintao Yan, Jijie Wu, Yuxin Liu, Xiaochen Yang, and Zhanyu Ma
    In 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2020
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2019

  1. APSIPA
    Mixed Attention Mechanism for Small-Sample Fine-grained Image Classification
    Xiaoxu Li, Jijie Wu, Dongliang Chang, Weifeng Huang, Zhanyu Ma, and Jie Cao
    In 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2019
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