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Pusan National University
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cyclegan-unpaired-translation
cyclegan-unpaired-translation PublicCycleGAN reproduction for unpaired image-to-image translation with custom Generator/Discriminator implementation and training pipeline.
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credit-card-fraud-detection
credit-card-fraud-detection PublicImbalanced credit card fraud detection with cost-sensitive learning, PR-AUC–based evaluation, and Bayesian hyperparameter optimization.
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Semantic-Segmentation-FCN8s
Semantic-Segmentation-FCN8s PublicImplementation and analysis of semantic segmentation using FCN-8s, focusing on fully convolutional design and skip connections for dense pixel-wise prediction.
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deep-residual-learning-analysis
deep-residual-learning-analysis PublicArchitectural analysis and empirical study of deep residual learning, including a comparative evaluation of VGG-16 and ResNet-50.
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