shibuiwilliam / ActiveSemiSupervisedDeepLearning
Comparing active learning, semi-supervised learning and combination of them on deep learning.
☆13Updated 7 years ago
Alternatives and similar repositories for ActiveSemiSupervisedDeepLearning:
Users that are interested in ActiveSemiSupervisedDeepLearning are comparing it to the libraries listed below
- Pseudo-Label: Semi-Supervised Learning on CIFAR-10 in Keras☆37Updated 6 years ago
- supervised and semi-supervised image classification with self-supervision (Keras)☆45Updated 3 years ago
- Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)☆38Updated 6 years ago
- CS_IOC5008 Visual Recognition using Deep Learning: Image Classification for grey natural scene images with <4000 annotated data☆40Updated 5 years ago
- Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper☆35Updated 5 years ago
- It contains the Attention-56 and Attention-96 models built from scratch in keras. Residual Attention Networks are described in the paper …☆38Updated 6 years ago
- the re-implementation of Score CAM with pytorch☆52Updated 5 years ago
- The re-implementation of Smooth Grad-CAM++ with pytorch☆64Updated 5 years ago
- Unofficial implementation of "Max-margin Class Imbalanced Learning with Gaussian Affinity"☆73Updated 3 years ago
- EfficientNet-GradCam Visualization☆80Updated 5 years ago
- 图像分类任务中的损失, losses in image classification task☆12Updated 5 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
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆23Updated 5 years ago
- Multi-class classification with focal loss for imbalanced datasets☆82Updated 5 years ago
- Learning Loss for Active Learning Pytorch Implementation,(reproduction)☆32Updated 5 years ago
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 2 years ago
- Source code of our submission (Rank 2) for Semi-Supervised Domain Adaptation task in VisDA-2019☆16Updated 5 years ago
- Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.☆32Updated 3 years ago
- Simple tensorflow-keras implementation of SKConv in Selective Kernel Networks☆30Updated 4 years ago
- Pytorch implementation of Cost-Effective Active Learning for Deep Image Classification paper☆17Updated 5 years ago
- AAAI 2021: Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels☆23Updated 3 years ago
- Multi-level Dense Capsule Networks, in ACCV 2018☆34Updated 5 years ago
- Deep One-Class Classification using Intra-Class Splitting☆13Updated 5 years ago
- an implementation of mixup☆41Updated 4 years ago
- ☆26Updated 6 years ago
- Official Pytorch implementation of the paper DeScarGAN☆30Updated 4 years ago
- A Baseline for Multi-Label Image Classification Using Ensemble Deep CNN☆84Updated 3 years ago
- PyTorch implementation of semi-supervised GAN☆14Updated 7 years ago
- Autoencoder and t-SNE dim-reduction to visualize the MNIST dataset (and others)☆17Updated 6 years ago
- This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for…☆53Updated 6 years ago