Computer Vision

  • Network In Network (2013. 12)

  • Fractional Max-Pooling (2014. 12)

    • Max-Pooling, Data Augmentation, Regularization

  • Deep Residual Learning for Image Recognition (2015. 12)

  • Spherical CNNs (2018. 1)

  • Taskonomy: Disentangling Task Transfer Learning (2018. 4)

    • Taskonomy, Transfer Learning, Computational modeling of task relations

  • AutoAugment: Learning Augmentation Policies from Data (2018. 5)

    • Search Algorithm (RL), Sub-Policy

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