markdtw / matching-networks
Matching Networks for one-shot learning in tensorflow (NIPS'16)
☆56Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for matching-networks
- Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆132Updated 6 years ago
- A PyTorch implementation of the blocks from the _A Simple Neural Attentive Meta-Learner_ paper☆98Updated 6 years ago
- Few-Shot Image Recognition by Predicting Parameters from Activations☆110Updated 6 years ago
- Matching Networks for one shot learning☆230Updated 7 years ago
- Implementation of "Matching Networks for One Shot Learning" in Keras https://arxiv.org/abs/1606.04080☆54Updated 5 years ago
- Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning☆251Updated 6 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆328Updated 6 years ago
- Semantic Feature Augmentation in Few-shot Learning☆87Updated 5 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆256Updated 7 years ago
- Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"☆30Updated 6 years ago
- Recent few-shot meta-learning papers☆86Updated 6 years ago
- Semantic Autoencoder for Zero-shot Learning (Spotlight), CVPR 2017☆146Updated 6 years ago
- [ICLR'19] Meta-learning with differentiable closed-form solvers☆114Updated 4 years ago
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 5 years ago
- Meta-SGD experiment on Omniglot classification compared with MAML☆79Updated 7 years ago
- ☆102Updated 4 years ago
- Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆243Updated 5 years ago
- Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch☆148Updated 5 years ago
- Tensorflow code for ICML 2019 paper: LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning☆84Updated 4 years ago
- Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning☆181Updated 5 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)☆263Updated 6 years ago
- Tensorflow Implementation of One-Shot Learning with Memory Augmented Neural Network☆48Updated 6 years ago
- A chainer implementation of Memory Augmented Neural Network☆49Updated 8 years ago
- This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and Min…☆329Updated 8 months ago
- implementation for NIPS paper Triangle Generative Adversarial Networks☆62Updated 6 years ago
- Tensorflow implementation of paper "Recurrent Models of Visual Attention"☆51Updated 7 years ago
- Pytorch code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning☆60Updated 6 years ago
- Code of the article: Generating Visual Representations for Zero-Shot Classification ICCV17 WS☆23Updated 6 years ago
- Wasserstein Introspective Neural Networks (CVPR 2018 Oral)☆59Updated 6 years ago
- Principled Detection of Out-of-Distribution Examples in Neural Networks☆201Updated 7 years ago