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Renchunzi Xie

  1. ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection
    2022/05/30 by Huiping Zhuang, Zhuang, Huiping, Zhenyu Weng +8 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  2. On the Importance of Feature Separability in Predicting Out-Of-Distribution Error
    2023/03/27 by Renchunzi Xie, Xie, Renchunzi, Hongxin Wei +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  3. Mitigating Memorization of Noisy Labels by Clipping the Model Prediction
    2022/12/08 by Hongxin Wei, Huiping Zhuang, Wei, Hongxin +11 · 3 citations
    Computer Science · #Machine Learning and Data Classification #Neural Networks and Applications #Music and Audio Processing
  4. MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts
    2024/05/29 by Renchunzi Xie, Ambroise Odonnat, Xie, Renchunzi +9 · 1 voice · 3 citations
    Engineering · Computer Science · #Control Systems and Identification #Fault Detection and Control Systems #Target Tracking and Data Fusion in Sensor Networks
  5. GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation
    2022/01/16 by Renchunzi Xie, Hongxin Wei, Xie, Renchunzi +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies