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- Dictionarysimilarity/ˌsɪmɪˈlarɪti/
noun
- 1. the state or fact of being similar: "the similarity of symptoms makes them hard to diagnose"
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11 hours ago · It is designed with image similarity-guided text revision and mixed training strategy to infuse expert knowledge. Our proposed fundus foundation model achieves state-of-the-art performance across six unseen downstream tasks and holds excellent generalization ability in zero-shot and few-shot scenarios.
11 hours ago · Considering the similarity of features, we can represent the feature similarity between all classes in the real world using a large adjacency matrix \(S\in \mathbb {R}^{n\times n}\), whose entry \(s(i,j)=\gamma (i,j)\) represents the similarity scores between the classes i and j. The notion of absolutely abstract similarity (AAS) is defined as:
11 hours ago · tudes. The similarity just looks too nice to be accidental. Heuristic reasoning of this kind is standard fare in physics and is often successful, which explains its intuitive appeal. But a similarity argument cannot replace a conceptual understanding as to how the theory of quantum mechanics provides the basis for the probabilistic
11 hours ago · Instead of mapping the data points to a higher dimension, we compute the kernel function directly, which provides a measure of similarity between two points in the original space. The kernel function is defined as: [ \kappa(x, x') = \langle \phi(x), \phi(x') \rangle ] where ( \phi ) is the feature map that transforms the data.
11 hours ago · The experimental model determined the length similarity ratio C L = 1: 10, elastic modulus similarity ratio C E = 1: 1 and heavy similarity ratio C p = 1: 1. Through dimensional analysis theory, it was deduced that the Poisson ratio C μ = 1 : 1 , strain similarity ratio C ε = 1 : 1 , stress similarity ratio C σ = 1 : 6 , impact energy similarity ratio C Q = 1 : 10000 and maximum impact ...
11 hours ago · Batch effects in omics data are notoriously common technical variations unrelated to study objectives, and may result in misleading outcomes if uncorrected, or hinder biomedical discovery if over-corrected. Assessing and mitigating batch effects is crucial for ensuring the reliability and reproducibility of omics data and minimizing the impact of technical variations on biological ...
11 hours ago · By observing the limb conditions carefully, some similarity between different conditions can be found. The dynamic conditions can be seen as some combinations of different static conditions. For example, dynamic condition D/FUD can be seen as the combination of static conditions S/AD and S/FU. D/AUD can be seen as the combination of S/AD and S/AU.
