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09/05/2023
Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel Graphs
Skin lesion segmentation is a fundamental task in dermoscopic image anal...
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04/24/2023
Hierarchical State Abstraction Based on Structural Information Principles
State abstraction optimizes decision-making by ignoring irrelevant envir...
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04/03/2023
Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles
Role-based learning is a promising approach to improving the performance...
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07/26/2022
Dynamic Measurement of Structural Entropy for Dynamic Graphs
Structural entropy solves the problem of measuring the amount of informa...
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01/27/2020
Structural Information Learning Machinery: Learning from Observing, Associating, Optimizing, Decoding, and Abstracting
In the present paper, we propose the model of structural information le...
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04/30/2018
The idemetric property: when most distances are (almost) the same
We introduce the idemetric property, which formalises the idea that most...
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01/09/2018