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yaoyao-liu/README.md

Hey there, I'm Yaoyao! 👋

Welcome to my GitHub. I am currently a Ph.D. candidate in Computer Science at Max Planck Institute for Informatics. My research lies at the intersection of computer vision and machine learning – with a special focus on building intelligent visual systems that are continual and data-efficient. If you have any questions on my projects, feel free to send me an email.

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  1. TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

    Python 518 113

  2. PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020)

    Python 304 45

  3. Tools for generating mini-ImageNet dataset and processing batches

    Python 277 40

  4. Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

    HTML 228 38

  5. e3bm Public

    PyTorch implementation of "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning" (ECCV 2020)

    Python 46 4

  6. Learning to Self-Train for Semi-Supervised Few-Shot

    Python 84 10

709 contributions in the last year

Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Mon Wed Fri

Contribution activity

December 2021

19 contributions in private repositories Dec 4 – Dec 6
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