vineetjain96 / one-shot-mannLinks
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
Sorting:
- A PyTorch implementation of the blocks from the _A Simple Neural Attentive Meta-Learner_ paper☆98Updated 7 years ago
- Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆134Updated 7 years ago
- Matching Networks for one-shot learning in tensorflow (NIPS'16)☆57Updated 6 years ago
- A chainer implementation of Memory Augmented Neural Network☆48Updated 9 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆257Updated 7 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆331Updated 7 years ago
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 6 years ago
- TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)☆184Updated 5 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆375Updated 3 years ago
- pytorch neural network attention mechanism☆147Updated 6 years ago
- Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch☆148Updated 6 years ago
- Matching Networks for one shot learning☆232Updated 7 years ago
- Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".☆193Updated 6 years ago
- Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"☆29Updated 7 years ago
- pytorch implementation of Optimization as a Model for Few-shot Learning☆182Updated 2 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆90Updated 7 years ago
- Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks☆208Updated 3 years ago
- Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning☆186Updated 5 years ago
- TensorFlow implementation of Elastic Weight Consolidation☆75Updated 7 years ago
- A PyTorch implementation of OpenAI's REPTILE algorithm☆220Updated 5 years ago
- meta-learning research☆158Updated 3 years ago
- One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow☆243Updated 7 years ago
- Good Semi-Supervised Learning That Requires a Bad GAN☆180Updated 7 years ago
- Semantic Autoencoder for Zero-shot Learning (Spotlight), CVPR 2017☆146Updated 6 years ago
- Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning…☆50Updated 7 years ago
- Replication of Semi-Supervised Learning with Deep Generative Models☆100Updated 9 years ago
- source code of the paper Graphical Generative Adversarial Networks☆71Updated 6 years ago
- Meta-SGD experiment on Omniglot classification compared with MAML☆81Updated 7 years ago
- Implementation of "Matching Networks for One Shot Learning" in Keras https://arxiv.org/abs/1606.04080☆53Updated 6 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Updated 6 years ago