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PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery

🗒️PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery


使用混合标签传播的深度半监督度量学习

🗒️使用混合标签传播的深度半监督度量学习


将扩散焊与轧制相结合制造用于电子封装应用的高结合强度CPC复合材料

🗒️将扩散焊与轧制相结合制造用于电子封装应用的高结合强度CPC复合材料


Robust Federated Learning with Noisy Labels

🗒️Robust Federated Learning with Noisy Labels


Stochastic Outlier Selection algorithm

🗒️Stochastic Outlier Selection algorithm


LEARNING WITH FEATURE-DEPENDENT LABEL NOISE: A PROGRESSIVE APPROACH

🗒️LEARNING WITH FEATURE-DEPENDENT LABEL NOISE: A PROGRESSIVE APPROACH


Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels(集中度和一致性:针对特定样本噪声标签学习的两步清洗样本识别)

🗒️Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels(集中度和一致性:针对特定样本噪声标签学习的两步清洗样本识别)


Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels

🗒️Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels


Learning from Noisy Labels with Decoupled Meta Label Purifier(使用解耦元标签净化器从带噪标签中学习。)

🗒️Learning from Noisy Labels with Decoupled Meta Label Purifier(使用解耦元标签净化器从带噪标签中学习。)


Hard Sample Aware Noise Robust Learning for
Histopathology Image Classification

🗒️Hard Sample Aware Noise Robust Learning for Histopathology Image Classification


Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels

🗒️Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels


Understanding Deep Learning on Controlled Noisy Labels

🗒️Understanding Deep Learning on Controlled Noisy Labels