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添加38字节 、 2026年5月15日 (星期五)
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PID用于LVLMs:A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models Lixin Xiu ⋅ Xufang Luo ⋅ Hideki Nakayama
 
PID用于LVLMs:A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models Lixin Xiu ⋅ Xufang Luo ⋅ Hideki Nakayama
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PID的其他计算方法: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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冗余信息计算方法: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).
    
R. A. Ince, Measuring multivariate redundant information with pointwise common change in surprisal, Entropy 19, 318 (2017).
 
R. A. Ince, Measuring multivariate redundant information with pointwise common change in surprisal, Entropy 19, 318 (2017).
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Lyu, Aobo, Andrew Clark, and Netanel Raviv. "Explicit formula for partial information decomposition." 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024.
 
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:
175

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