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sudharsan13296 / Hands-On-Meta-Learning-With-Python

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Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

reinforcement-learning tensorflow keras one-shot-learning reptile maml mann zero-shot-learning ntm shot-learning siamese-network relation-network metalearning few-shot-learning prototypical-networks meta-sgd matching-networks deep-meta-learning meta-imitation-learning prototypical-network
  • Updated Sep 19, 2021
  • Jupyter Notebook

NicelyCla / GAN-and-Meta-Learning

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We've applied the Reptile algorithm to our GAN architectures. The peculiarity is the exclusion of G from meta-learning. Surprisingly, everything worked and the research was published in a paper. More details reported on the paper "Towards Latent Space Optimization of GANs Using Meta-Learning" and the thesis (Italian).

machine-learning deep-learning gan reptile wasserstein-gan meta-learning wasserstein-distance
  • Updated Jun 24, 2022
  • Python

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