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Xiyang Liu

FastRef:Fast Prototype Refinement for Few-Shot Industrial Anomaly Detection

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Jun 26, 2025
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Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition

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Jun 17, 2025
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Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares

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Apr 23, 2024
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Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection

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Oct 22, 2023
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Prototypes-oriented Transductive Few-shot Learning with Conditional Transport

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Aug 06, 2023
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Near Optimal Private and Robust Linear Regression

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Jan 30, 2023
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Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes

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Jan 16, 2023
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DP-PCA: Statistically Optimal and Differentially Private PCA

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May 27, 2022
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Differential privacy and robust statistics in high dimensions

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Nov 12, 2021
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KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning

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Aug 29, 2021
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