abdulfatir / prototypical-networks-tensorflow
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
☆134Updated 7 years ago
Alternatives and similar repositories for prototypical-networks-tensorflow:
Users that are interested in prototypical-networks-tensorflow are comparing it to the libraries listed below
- 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
- Matching Networks for one-shot learning in tensorflow (NIPS'16)☆57Updated 6 years ago
- Matching Networks for one shot learning☆230Updated 7 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆255Updated 7 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)☆265Updated 6 years ago
- Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning☆248Updated 7 years ago
- Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning☆182Updated 5 years ago
- Implementation of "Matching Networks for One Shot Learning" in Keras https://arxiv.org/abs/1606.04080☆53Updated 6 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆558Updated 5 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…☆337Updated last year
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆314Updated 4 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆370Updated 3 years ago
- Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features☆308Updated 3 years ago
- Code for Unsupervised Learning via Meta-Learning.☆120Updated 5 years ago
- Code for the paper CVPR‘18 "A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts"☆194Updated 3 years ago
- ☆223Updated 6 years ago
- Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"☆29Updated 7 years ago
- Good Semi-Supervised Learning That Requires a Bad GAN☆180Updated 7 years ago
- Semantic Feature Augmentation in Few-shot Learning☆88Updated 5 years ago
- Virtual adversarial training with Tensorflow☆251Updated 6 years ago
- ☆100Updated 4 years ago
- This repository contains the code for the real data experiments presented in our paper “An embarrassingly simple approach to zero-shot l…☆68Updated 9 years ago
- Code for the paper "Adversarial Feature Augmentation for Unsupervised Domain Adaptation", CVPR 2018☆130Updated 6 years ago
- Pytorch code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning☆59Updated 6 years ago
- Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆242Updated 5 years ago
- ☆65Updated 6 years ago
- Semantic Autoencoder for Zero-shot Learning (Spotlight), CVPR 2017☆146Updated 6 years ago
- A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)☆175Updated 7 years ago
- ☆520Updated 3 years ago
- Gaussian prototypical network architecture for few-shot learning☆39Updated 5 years ago