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| | 18.PIXiu, L., Luo, X., & Nakayma, H. (2026). A comprehensive information-decomposition analysis of large vision-lnguage models. In *Proceedings of the International Conference on Learning Representations (ICLR 2026)*. OpenReview. <nowiki>https://openreview.net/forum?id=7lI3XhYQ5i</nowiki> | | 18.PIXiu, L., Luo, X., & Nakayma, H. (2026). A comprehensive information-decomposition analysis of large vision-lnguage models. In *Proceedings of the International Conference on Learning Representations (ICLR 2026)*. OpenReview. <nowiki>https://openreview.net/forum?id=7lI3XhYQ5i</nowiki> |
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| − | 冗余信息计算方法：1.V. Griffith, E. K. Chong, R. G. James, C. J. Ellison, and J. P. Crutchfield, Intersection information based on common randomness, Entropy 16, 1985 (2014).
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| − | 5.A. B. Barrett, Exploration of synergistic and redundant information sharing in static and dynamical gaussian systems, Physical Review E 91, 052802 (2015).
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| − | 6.C. Finn and J. T. Lizier, Pointwise partial information decomposition using the specificity and ambiguity lattices, Entropy 20, 297 (2018).
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| − | 8.Lyu, Aobo, Andrew Clark, and Netanel Raviv. "Explicit formula for partial information decomposition." 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024.
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| − | 不同方法的比较：1.Lyu, Aobo, Andrew Clark, and Netanel Raviv. "Explicit formula for partial information decomposition." 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024.
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| | 信息原子的数值计算程序：1.https://towardsdatascience.com/what-is-partial-information-decomposition-and-how-features-interact-a713456a1029/ | | 信息原子的数值计算程序：1.https://towardsdatascience.com/what-is-partial-information-decomposition-and-how-features-interact-a713456a1029/ |