"memorization quantification" Papers
5 papers found
Conference
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