Hsankesara / Prototypical-Networks
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
- Multi heads attention for image classification☆81Updated 7 years ago
- Gaussian prototypical network architecture for few-shot learning☆39Updated 5 years ago
- Few Shot Learning by Siamese Networks, using Keras.☆191Updated 4 years ago
- Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings☆87Updated 6 years ago
- This repository is for coding exercises listed in Book Hands on One Shot Learning.☆110Updated 2 years ago
- 6️⃣6️⃣6️⃣ Reproduce ICLR '18 under-reviewed paper "MULTI-TASK LEARNING ON MNIST IMAGE DATASETS"☆41Updated 6 years ago
- ☆16Updated 7 years ago
- One-Shot Learning with Triplet CNNs in Pytorch☆93Updated 4 years ago
- Multi-class classification with focal loss for imbalanced datasets☆82Updated 5 years ago
- Pseudo-Label: Semi-Supervised Learning on CIFAR-10 in Keras☆37Updated 6 years ago
- Meta learning framework with Tensorflow 2.0☆118Updated 2 years ago
- Semi-Supervised Learning Method for Deep Neural Networks☆28Updated 7 years ago
- One-shot learning for image classification using Siamese neural networks☆35Updated 6 years ago
- Try to train a Triplet-Siamese-Netwrok with the constrained Triplet Loss for few shot image classification.☆14Updated 5 years ago
- A curated list of resources about few-shot and one-shot learning☆282Updated 6 years ago
- Deep Neural Network Ensembles for Extreme Classification☆41Updated 6 years ago
- Implementation of Densely Connected Convolutional Network with Keras and TensorFlow.☆43Updated 5 years ago
- Use Triplet Loss to finetune and train a CNN pre-trained on the Imagenet dataset☆40Updated 7 years ago
- Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆134Updated 7 years ago
- Keras implementation of Attention Augmented Convolutional Neural Networks☆121Updated 5 years ago
- Implementation of "Matching Networks for One Shot Learning" in Keras https://arxiv.org/abs/1606.04080☆53Updated 6 years ago
- Keras Implementation of adverserial autoencoder (AAE)☆56Updated 6 years ago
- ☆100Updated 4 years ago
- On Calibration of Modern Neural Networks - tensorflow implementation☆30Updated 6 years ago
- [CVPR 2017] Official Implementation for AIFT☆93Updated 3 years ago
- Official implementation of ICLR 2020 paper Unsupervised Clustering using Pseudo-semi-supervised Learning☆47Updated 4 years ago
- Deep Transfer Learning Papers☆79Updated 3 years ago
- Learning to Self-Train for Semi-Supervised Few-Shot☆94Updated 2 years ago
- Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"☆19Updated 4 years ago
- DeViSE model (zero-shot learning) trained on ImageNet and deployed on AWS using Docker☆47Updated 6 years ago