cetinsamet / zero-shot-learningLinks
Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings
☆86Updated 6 years ago
Alternatives and similar repositories for zero-shot-learning
Users that are interested in zero-shot-learning are comparing it to the libraries listed below
Sorting:
- This is a started/demo code for Zero-Shot-Learning via implementation of Embarrassingly simple ZSL (ICML 2015)☆74Updated 6 years ago
- A novel method for few shot learning☆52Updated 5 years ago
- Few Shot Learning by Siamese Networks, using Keras.☆192Updated 5 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆155Updated 4 years ago
- ☆100Updated 5 years ago
- A python ZSL system which makes it easy to run Zero-Shot Learning on new datasets, by giving it features and attributes. Used for the pap…☆24Updated 2 years ago
- This repository is for coding exercises listed in Book Hands on One Shot Learning.☆112Updated 2 years ago
- Matching Networks for one shot learning☆233Updated 7 years ago
- Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot☆293Updated 3 weeks ago
- A paper collection of brand-new ZSL methods, according to different algorithm.☆76Updated 4 years ago
- awesome few shot / meta learning papers☆53Updated 4 years ago
- Several SSL methods (Pi model, Mean Teacher) are implemented in pytorch☆82Updated 6 years ago
- Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)☆292Updated 2 years ago
- This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)☆88Updated 7 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)☆269Updated 6 years ago
- [ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOT…☆130Updated 4 years ago
- One-shot learning for image classification using Siamese neural networks☆36Updated 6 years ago
- ☆69Updated 5 years ago
- LisGAN, Leveraging the Invariant Side of Generative Zero-Shot Learning, CVPR 2019☆74Updated 5 years ago
- All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.☆231Updated 5 years ago
- Weighted Focal Loss for multilabel classification☆55Updated 6 years ago
- supervised and semi-supervised image classification with self-supervision (Keras)☆45Updated 4 years ago
- Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning☆186Updated 6 years ago
- A curated list of resources about few-shot and one-shot learning☆283Updated 6 years ago
- This repository is an implementation of Feature Generating Networks for Zero Shot Learning (https://arxiv.org/pdf/1712.00981.pdf).☆47Updated 6 years ago
- PyTorch semi-supervised clustering with Convolutional Autoencoders☆24Updated 6 years ago
- Deep Transfer Learning Papers☆80Updated 3 years ago
- One-Shot Learning with Triplet CNNs in Pytorch☆93Updated 4 years ago
- Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.☆109Updated 4 years ago
- SSL-FEW-SHOT☆172Updated 5 years ago