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  • Pusan National University

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  1. cyclegan-unpaired-translation cyclegan-unpaired-translation Public

    CycleGAN reproduction for unpaired image-to-image translation with custom Generator/Discriminator implementation and training pipeline.

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    Imbalanced credit card fraud detection with cost-sensitive learning, PR-AUC–based evaluation, and Bayesian hyperparameter optimization.

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  3. Semantic-Segmentation-FCN8s Semantic-Segmentation-FCN8s Public

    Implementation 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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  4. deep-residual-learning-analysis deep-residual-learning-analysis Public

    Architectural analysis and empirical study of deep residual learning, including a comparative evaluation of VGG-16 and ResNet-50.

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