Hsankesara / Prototypical-NetworksLinks
A novel method for few shot learning
☆52Updated 5 years ago
Alternatives and similar repositories for Prototypical-Networks
Users that are interested in Prototypical-Networks are comparing it to the libraries listed below
Sorting:
- Few Shot Learning by Siamese Networks, using Keras.☆194Updated 5 years ago
- ☆16Updated 7 years ago
- All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.☆233Updated 5 years ago
- Some State-of-the-Art few shot learning algorithms in tensorflow 2☆215Updated last year
- Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings☆86Updated 6 years ago
- Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !☆100Updated 4 years ago
- Multi heads attention for image classification☆79Updated 7 years ago
- Meta learning framework with Tensorflow 2.0☆118Updated 2 years ago
- Multi-class classification with focal loss for imbalanced datasets☆82Updated 6 years ago
- Open category classification by adversarial sample generation☆21Updated 5 years ago
- Gaussian prototypical network architecture for few-shot learning☆41Updated 5 years ago
- Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).☆57Updated 6 years ago
- Deep Neural Network Ensembles for Extreme Classification☆41Updated 6 years ago
- Keras implementation of Attention Augmented Convolutional Neural Networks☆121Updated 5 years ago
- ☆100Updated 5 years ago
- One-shot learning for image classification using Siamese neural networks☆36Updated 6 years ago
- Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆133Updated 7 years ago
- Deep Transfer Learning Papers☆81Updated 3 years ago
- This repository tries to provide unsupervised deep learning models with Pytorch☆90Updated 7 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆79Updated 3 years ago
- A curated list of resources about few-shot and one-shot learning☆283Updated 6 years ago
- An implementation of MixMatch with PyTorch☆36Updated 4 years ago
- Semi-Supervised Learning Method for Deep Neural Networks☆28Updated 7 years ago
- Semi-supervised Learning GAN☆81Updated 7 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆155Updated 5 years ago
- Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.☆133Updated 5 years ago
- Awesome list for deep learning on medical research☆48Updated 5 years ago
- 6️⃣6️⃣6️⃣ Reproduce ICLR '18 under-reviewed paper "MULTI-TASK LEARNING ON MNIST IMAGE DATASETS"☆42Updated 7 years ago
- Implementation of Temporal Ensembling for Semi-Supervised Learning by Laine et al. with tensorflow eager execution☆55Updated 5 years ago
- This repository is for coding exercises listed in Book Hands on One Shot Learning.☆112Updated 2 years ago