Computer Vision

• Network In Network (2013. 12)

  • Conv 1x1, Bottleneck

  • arXiv, note

• Fractional Max-Pooling (2014. 12)

  • Max-Pooling, Data Augmentation, Regularization

  • arXiv, note

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

  • Residual, ImageNet 2015

  • arXiv, note

• Spherical CNNs (2018. 1)

  • Spherical Correlation, 3D Model, Fast Fourier Transform (FFT)

  • arXiv, open_review

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

  • Taskonomy, Transfer Learning, Computational modeling of task relations

  • arXiv

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

  • Search Algorithm (RL), Sub-Policy

  • arXiv