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Awesome PyTorch
License: MIT License
awesome-pytorch's Introduction
Awesome PyTorch
Paper Implementations
- A PyTorch Implementation of DenseNet: Densely Connected Convolutional Networks, 1608.06993
- Attention Transfer: Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer, 1612.03928
- DiscoGAN(1), DiscoGAN(2): Learning to Discover Cross-Domain Relations with Generative Adversarial Networks, 1703.05192
- Evolution Strategies: Evolution Strategies as a Scalable Alternative to Reinforcement Learning ,1703.03864
- Recurrent Variational Autoencoder: Recurrent Variational Autoencoder that generates sequential data implemented in pytorch, 1511.06349, 1508.06615
- TreeLSTM: Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks, 1503.00075
- Wasserstein GAN: Wasserstein GAN, 1701.07875
- YOLOv2 in PyTorch: PyTorch implementation of YOLOv2, 1612.08242
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