Sep 19, 2023 · We explore the impact of entropy change in deep learning systems via noise injection at different levels, ie, the latent space and input image.
Feb 2, 2024 · We explore the impact of entropy change in deep learning systems via noise injection at different levels, i.e., the latent space and input image ...
Sep 19, 2023 · Noise is categorized into two types, positive noise (PN) and harmful noise (HN), based on whether the noise can help reduce the complexity ...
We explore the impact of entropy change in deep learning systems via noise in- jection at different levels, i.e., the latent space and input.
Jan 21, 2024 · This work shows specific noise can be beneficial by reducing information entropy and task complexity.
NoisyNN: Exploring the Influence of Information Entropy Change in Learning Systems · 3 code implementations • 19 Sep 2023 • Xiaowei Yu, Zhe Huang, Yao Xue, Lu ...
May 11, 2019 · What drives people's exploration in complex scenarios where they have to actively acquire information? How do people.
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This section shows the detailed derivations of the conclusion of three kinds of noise on the variations of task entropy. As stated in this paper, ...
Nov 25, 2023 · We found that to enhance the higher γ' solvus temperature, the configurational entropy should be increased by adding γ' stabilizing elements.
This book is devoted to the theory of probabilistic information measures and their application to coding theorems for information sources and noisy channels ...
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