ayaanzhaque / EC-GAN
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)
☆40Updated 3 years ago
Alternatives and similar repositories for EC-GAN:
Users that are interested in EC-GAN are comparing it to the libraries listed below
- Generate high quality images for each class even with an imbalanced dataset. An improved version of Balancing GAN.☆37Updated 3 years ago
- Covid-19 Detection Experiments☆36Updated 3 years ago
- Data Augmentation optimized for GAN☆55Updated 4 years ago
- ☆19Updated 3 years ago
- MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images (ISBI 2021, MELBA 2021)☆32Updated 2 years ago
- Code release for Grad-CAM Guided Attention Module for Fine-grained Visual Classification (MLSP 2022)☆12Updated 3 years ago
- [ICIP2021] The official PyTorch implementation of MASK GUIDED ATTENTION FOR FINE-GRAINED PATCHY IMAGE CLASSIFICATION☆11Updated 3 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆134Updated 4 years ago
- A Keras implementation of hybrid efficientnet swin transformer model.☆33Updated last year
- Example of one shot learning and few shot learning with omniglot dataset.☆24Updated 3 years ago
- Code for research paper "Learning a Neural Network based Representation for Open Set Recognition" M. Hassen, P. K. Chan☆25Updated 4 years ago
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 2 years ago
- Fine Grained Image Classification with Class Imbalance using Bilinear EfficientNet with Focal Loss and Label Smoothing☆10Updated 4 years ago
- A Meta-Learning Approach for Few-Shot Anomaly Detection and One-Class Classification☆35Updated 3 years ago
- Multi-modal classifications of digits with image and audio modality. One shot learning with Siamese network is used to predict if the giv…☆15Updated last year
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- Pytorch implementation of Masked Auto-Encoder☆39Updated 3 years ago
- ☆33Updated 3 years ago
- PyTorch Implementation of Data Augmentation GAN (originally proposed in arXiv:1711.04340)☆51Updated 4 years ago
- Semi-supervised variational autoencoder for survival prediction☆14Updated last year
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆68Updated 3 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆51Updated last year
- Reimplementing SOTA convolution variants with Tensorflow 2.0.☆17Updated 4 years ago
- Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selectio…☆11Updated 2 years ago
- Implementation of Semi-Supervised and Semi-Weakly Supervised Teacher/Student Learning approaches☆12Updated 2 years ago
- A PyTorch implementation of CMT based on paper CMT: Convolutional Neural Networks Meet Vision Transformers.☆71Updated last year
- A straightforward mechanism to implement cost sensitive losses in pytorch☆46Updated 2 years ago
- Covid-19 and Pneumonia detection from X-ray Images from the paper: https://doi.org/10.1016/j.imu.2020.100360☆28Updated 4 years ago
- Squeeze and Excitation network implementation.☆18Updated 5 years ago
- Spatial and Channel Attention in CNN Architectures for Image Classification task☆27Updated 4 years ago