Found 23 Documents (Results 1–23)
Riesz feature representation: scale equivariant scattering network for classification tasks. (English) Zbl 1543.94020
An efficient modified Hyperband and trust-region-based mode-pursuing sampling hybrid method for hyperparameter optimization. (English) Zbl 1523.62022
Frame regularization of a convolutional neural network in image-classification problems. (English. Russian original) Zbl 1512.68276
J. Comput. Syst. Sci. Int. 61, No. 6, 1020-1030 (2022); translation from Izv. Ross. Akad. Nauk, Teor. Sist. Upr. 2022, No. 6, 150-160 (2022).
Tackling algorithmic bias in neural-network classifiers using Wasserstein-2 regularization. (English) Zbl 07630565
On the antiderivatives of \(x^p/(1 - x)\) with an application to optimize loss functions for classification with neural networks. (English) Zbl 07504740
A deep learning modeling framework to capture mixing patterns in reactive-transport systems. (English) Zbl 1507.35182
Label propagation via local geometry preserving for deep semi-supervised image recognition. (English) Zbl 1521.68152
Locality preserving dense graph convolutional networks with graph context-aware node representations. (English) Zbl 1521.68137
Evaluation of parallel and sequential deep learning models for music subgenre classification. (English) Zbl 1485.68230
Unsupervised domain adaptation in the wild via disentangling representation learning. (English) Zbl 1483.68437
Variational representations and neural network estimation of Rényi divergences. (English) Zbl 1477.94037
Quality assessment of compressed and resized medical images based on pattern recognition using a convolutional neural network. (English) Zbl 1459.92054
MSC:
92C55
Learning image features with fewer labels using a semi-supervised deep convolutional network. (English) Zbl 1475.68312
Extracting insights of classification for Turing pattern with feature engineering. (English) Zbl 1479.35082
Robust unsupervised domain adaptation for neural networks via moment alignment. (English) Zbl 1448.68383
Replicating neuroscience observations on ML/MF and AM face patches by deep generative model. (English) Zbl 1429.92017
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