vineetjain96 / one-shot-mann
Tensorflow Implementation of One-Shot Learning with Memory Augmented Neural Network
☆47Updated 7 years ago
Alternatives and similar repositories for one-shot-mann:
Users that are interested in one-shot-mann are comparing it to the libraries listed below
- A PyTorch implementation of the blocks from the _A Simple Neural Attentive Meta-Learner_ paper☆98Updated 6 years ago
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 5 years ago
- A chainer implementation of Memory Augmented Neural Network☆48Updated 8 years ago
- Matching Networks for one-shot learning in tensorflow (NIPS'16)☆57Updated 6 years ago
- Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"☆29Updated 7 years ago
- TensorFlow implementation of Elastic Weight Consolidation☆74Updated 7 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 implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆134Updated 7 years ago
- Matching Networks for one shot learning☆230Updated 7 years ago
- [Code] Deep Multi-task Representation Learning: A Tensor Factorisation Approach☆58Updated 7 years ago
- meta-learning research☆159Updated 3 years ago
- Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".☆193Updated 6 years ago
- Code to reproduce experiments in "Meta-learning probabilistic inference for prediction"☆69Updated 4 years ago
- Semantic Feature Augmentation in Few-shot Learning☆88Updated 5 years ago
- Memory Augmented Neural Networks (Pytorch)☆14Updated 6 years ago
- Implementation of "Matching Networks for One Shot Learning" in Keras https://arxiv.org/abs/1606.04080☆53Updated 6 years ago
- Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning☆182Updated 5 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆329Updated 6 years ago
- Code release for "Learning Multiple Tasks with Multilinear Relationship Networks" (NIPS 2017)☆70Updated 7 years ago
- Tensorflow Implementation of MAML☆54Updated 7 years ago
- Implementation of the NIPS paper: https://papers.nips.cc/paper/6908-adversarial-ranking-for-language-generation.pdf☆9Updated 7 years ago
- One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow☆244Updated 6 years ago
- pytorch implementation of Optimization as a Model for Few-shot Learning☆180Updated 2 years ago
- Pytorch code for Arxiv Paper: Learning to learn: Meta-Critic Networks for Sample-Efficient Learning☆55Updated 6 years ago
- Meta-SGD experiment on Omniglot classification compared with MAML☆78Updated 7 years ago
- source code of the paper Graphical Generative Adversarial Networks☆71Updated 5 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆255Updated 7 years ago
- Code for Unsupervised Learning via Meta-Learning.☆65Updated 4 years ago
- A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation☆50Updated 7 years ago
- ☆126Updated 7 years ago