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Deep neural networks from CVAA ch.5 Deep Learning
14 min read · July 04, 2025
2025 · BatchNorm, Internal_Covariate_Shift, review, Gradient_Vanishing, Normalization · CV
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Implementation of 'Batch Normalization(2015)'
9 min read · July 02, 2025
2025 · BatchNorm, Internal_Covariate_Shift, Implementation, Gradient_Vanishing, Normalization · implementation
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Review of 'Batch Normalization(2015)'
6 min read · July 02, 2025
2025 · BatchNorm, Internal_Covariate_Shift, review, Gradient_Vanishing, Normalization · review
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Unsupervised Learning from CVAA ch.5 Deep Learning
10 min read · June 22, 2025
2025 · Unsupervised-Learning, Clustering, K-means, Gaussian Mixture Model, Semi-supervised Learning · CV
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Supervised Learning from CVAA ch.5 Deep Learning
19 min read · June 15, 2025
2025 · SupervisedLearning, LogisticRegression, SVM, HingeLoss, DecisionTree, RandomForest, Softmax, CrossEntropy, BayesianClassification, KernelMethods · CV