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July 13, 2025

Summary of Leveraging Gradients For Unsupervised Accuracy Estimation Under Distribution Shift, by Renchunzi Xie et al.

Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shiftby Renchunzi Xie, Ambroise Odonnat, Vasilii Feofanov,…

July 13, 2025

Summary of Decoupled Prototype Learning For Reliable Test-time Adaptation, by Guowei Wang et al.

Decoupled Prototype Learning for Reliable Test-Time Adaptationby Guowei Wang, Changxing Ding, Wentao Tan, Mingkui TanFirst…

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Summary of Neural Collapse For Cross-entropy Class-imbalanced Learning with Unconstrained Relu Feature Model, by Hien Dang and Tho Tran and Tan Nguyen and Nhat Ho

Neural Collapse for Cross-entropy Class-Imbalanced Learning with Unconstrained ReLU Feature Modelby Hien Dang, Tho Tran,…

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Summary of Learning Symbolic Model-agnostic Loss Functions Via Meta-learning, by Christian Raymond et al.

Learning Symbolic Model-Agnostic Loss Functions via Meta-Learningby Christian Raymond, Qi Chen, Bing Xue, Mengjie ZhangFirst…