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Achievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: QuickdrawAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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@EarthEight

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tyui592/README.md

Minseong Kim

Interests

  • Image style transfer
  • Object detection

Paper Implementations

  • Image style transfer
    • Image Style Transfer Using Convolutional Neural Networks, CVPR 2016. Code
    • Perceptual Losses for Real-Time Style Transfer and Super-Resolution, ECCV 2016. Code
    • A Learned Representation For Artistic Style, ICLR 2017. Code
    • Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization, ICCV 2017. Code
    • Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration, CVPR 2018. Code
    • Uncorrelated feature encoding for faster image style transfer, Neural Networks 2021. Code
    • Compact Image Style Transfer: Channel Pruning on a Single Training of Network, Sensors 2022. Code
  • Object detection
    • Objects as Points, arXiv 2019. Code
  • Semi-supervised learning
    • FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence, NIPS 2020. Code
    • FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling, NIPS 2021. Code
  • Pruning
    • Pruning Filters for Efficient ConvNets, ICLR 2017. Code
  • NLP
    • Attention Is All You Need, NIPS 2017. Code
    • GPT Code
  • ETC
    • Learning Deep Features for Discriminative Localization, CVPR 2016. Code
    • Distilling the Knowledge in a Neural Network, NIPS 2014 Workshop. Code

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  1. Pruning_filters_for_efficient_convnets Pruning_filters_for_efficient_convnets Public

    PyTorch implementation of "Pruning Filters For Efficient ConvNets"

    Jupyter Notebook 148 27

  2. awesome-precipitation-nowcasting awesome-precipitation-nowcasting Public

    A list of Precipitation Nowcasting papers and related resources.

    129 20

  3. Avatar-Net_Pytorch Avatar-Net_Pytorch Public

    PyTorch implementation of "Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration"

    Jupyter Notebook 40 6

  4. Perceptual_loss_for_real_time_style_transfer Perceptual_loss_for_real_time_style_transfer Public

    PyTorch implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution"

    Python 40 11

  5. class_activation_map class_activation_map Public

    PyTorch implementation of "Learning Deep Features for Discriminative Localization"

    Python 26 5

  6. Real_Time_Helmet_Detection Real_Time_Helmet_Detection Public

    Helmet Detector based on the CenterNet.

    Python 11 1