ayaanzhaque / EC-GANLinks
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)
☆40Updated 4 years ago
Alternatives and similar repositories for EC-GAN
Users that are interested in EC-GAN are comparing it to the libraries listed below
Sorting:
- Generate high quality images for each class even with an imbalanced dataset. An improved version of Balancing GAN.☆41Updated 4 years ago
- A Meta-Learning Approach for Few-Shot Anomaly Detection and One-Class Classification☆38Updated 3 years ago
- Data Augmentation optimized for GAN☆58Updated 4 years ago
- ☆56Updated 5 years ago
- The code for "SCL: Self-supervised contrastive learning for few-shot image classification"☆18Updated last year
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆88Updated 2 years ago
- Pytorch implementation of Masked Auto-Encoder☆40Updated 4 years ago
- Semi-supervised variational autoencoder for survival prediction☆13Updated 2 years ago
- Offical code for 'Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy' [MICCAI 2020]☆24Updated 4 years ago
- ☆73Updated 4 years ago
- Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification☆73Updated 3 years ago
- Covid-19 Detection Experiments☆36Updated 4 years ago
- Codes for "Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier"☆32Updated 4 years ago
- Example of one shot learning and few shot learning with omniglot dataset.☆27Updated 4 years ago
- MTUNet: Few-shot Image Classification with Visual Explanations (CVPRW 2021)☆33Updated 3 years ago
- GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in COVID-19 Classification☆27Updated 5 years ago
- Spatial and Channel Attention in CNN Architectures for Image Classification task☆27Updated 5 years ago
- SSL-FEW-SHOT☆17Updated 5 years ago
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆69Updated 4 years ago
- MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images (ISBI 2021, MELBA 2021)☆31Updated 3 years ago
- Learning and Building Convolutional Neural Networks using PyTorch☆218Updated 3 years ago
- Convolutional Autoencoder with SetNet in PyTorch☆90Updated 3 years ago
- Official Pytorch implementation of the paper DeScarGAN☆32Updated 5 years ago
- Gluon implementation of channel-attention modules: SE, ECA, GCT☆42Updated 4 years ago
- ☆19Updated 4 years ago
- A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"☆56Updated 5 years ago
- Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (Efficien…☆48Updated 5 years ago
- A straightforward mechanism to implement cost sensitive losses in pytorch☆47Updated 3 years ago
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆93Updated 4 years ago
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 3 years ago