Results 231 to 240 of about 2,825,153 (362)

Enhancing generalized spectral clustering with embedding Laplacian graph regularization

open access: yesCAAI Transactions on Intelligence Technology, EarlyView.
Abstract An enhanced generalised spectral clustering framework that addresses the limitations of existing methods by incorporating the Laplacian graph and group effect into a regularisation term is presented. By doing so, the framework significantly enhances discrimination power and proves highly effective in handling noisy data.
Hengmin Zhang   +5 more
wiley   +1 more source

Laplacian attention: A plug‐and‐play algorithm without increasing model complexity for vision tasks

open access: yesCAAI Transactions on Intelligence Technology, EarlyView.
Abstract Most prevailing attention mechanism modules in contemporary research are convolution‐based modules, and while these modules contribute to enhancing the accuracy of deep learning networks in visual tasks, they concurrently augment the overall model complexity.
Xiaolei Chen, Yubing Lu, Runyu Wen
wiley   +1 more source

Foundational issues, analysis and geometry in continuum mechanics: introduction. [PDF]

open access: yesPhilos Trans A Math Phys Eng Sci, 2023
Mariano PM, Schlömerkemper A.
europepmc   +1 more source

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