SoongE / siamese-one-shot-pytorchLinks
Example of one shot learning and few shot learning with omniglot dataset.
☆24Updated 4 years ago
Alternatives and similar repositories for siamese-one-shot-pytorch
Users that are interested in siamese-one-shot-pytorch are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆84Updated 2 years ago
- ☆56Updated 4 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated 2 years ago
- ☆24Updated 3 years ago
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆116Updated last year
- Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification☆40Updated 2 years ago
- A PyTorch implementation of CMT based on paper CMT: Convolutional Neural Networks Meet Vision Transformers.☆71Updated 2 years ago
- Codes for "Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier"☆32Updated 3 years ago
- Data Augmentation optimized for GAN☆56Updated 4 years ago
- Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)☆118Updated 11 months ago
- UnOfficial PyTorch Implementation of OCGAN!☆30Updated 5 years ago
- PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Gene…☆90Updated 3 years ago
- ☆151Updated 2 years ago
- Imbalanced Image Classification with Complement Cross Entropy (PRL 21)☆51Updated 2 years ago
- ☆14Updated 4 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆119Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 2 years ago
- Official codes: Self-Supervised Learning by Estimating Twin Class Distribution☆100Updated 3 years ago
- Implementation of the Siamese Neural Networks in PyTorch using MNIST dataset☆34Updated last year
- Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot☆293Updated 4 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆119Updated 2 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆48Updated 2 years ago
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆91Updated 3 years ago
- [ICCV 2021] Influence-balanced Loss for Imbalanced Visual Classification☆101Updated 3 years ago
- Codes for "Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation" in CVPR 2021☆67Updated 2 years ago
- This repository contains some of the latest data augmentation techniques and optimizers for image classification using pytorch and the CI…☆29Updated 3 years ago
- Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification☆204Updated 4 years ago
- ☆62Updated 3 months ago
- A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"☆55Updated 4 years ago
- Various autoencoders with ResNet, DenseNet and U-Net implementations, as well as VAE and GAN implementations.☆38Updated last year