"memorization quantification" Papers

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Captured by Captions: On Memorization and its Mitigation in CLIP Models

Wenhao Wang, Adam Dziedzic, Grace Kim et al.

ICLR 2025arXiv:2502.07830
4
citations

Empirical Privacy Variance

Yuzheng Hu, Fan Wu, Ruicheng Xian et al.

ICML 2025arXiv:2503.12314
2
citations

Measuring Non-Adversarial Reproduction of Training Data in Large Language Models

Michael Aerni, Javier Rando, Edoardo Debenedetti et al.

ICLR 2025arXiv:2411.10242
13
citations

Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing

Idan Attias, Gintare Karolina Dziugaite, Mahdi Haghifam et al.

ICML 2024

Quantifying and Analyzing Entity-Level Memorization in Large Language Models

Zhenhong Zhou, Jiuyang Xiang, Chaomeng Chen et al.

AAAI 2024paperarXiv:2308.15727
21
citations