SoongE / siamese-one-shot-pytorchLinks
Example of one shot learning and few shot learning with omniglot dataset.
☆27Updated 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.☆87Updated 2 years ago
- ☆56Updated 5 years ago
- Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)☆117Updated last year
- Imbalanced Image Classification with Complement Cross Entropy (PRL 21)☆52Updated 2 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated 2 years ago
- ☆24Updated 4 years ago
- A PyTorch implementation of CMT based on paper CMT: Convolutional Neural Networks Meet Vision Transformers.☆72Updated 2 years ago
- ☆14Updated 5 years ago
- Code for Class Anchor Clustering loss for training a distance-based open set classifier☆75Updated 3 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
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆93Updated 4 years ago
- Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification☆40Updated 2 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆121Updated 3 years ago
- ☆151Updated 2 years ago
- PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Gene…☆92Updated 3 years ago
- Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"☆67Updated 5 years ago
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆117Updated last year
- Official PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supe…☆89Updated 3 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Updated 2 years ago
- ICCV2021 - training a post-hoc lightweight GAN-discriminator for open-set recognition☆140Updated 3 years ago
- ☆27Updated 4 years ago
- Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]☆68Updated 3 weeks ago
- The official code of Relevance-CAM☆45Updated last year
- A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"☆56Updated 5 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 3 years ago
- UnOfficial PyTorch Implementation of OCGAN!☆30Updated 5 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆49Updated 2 years ago
- Implementation of Visual Transformer for Small-size Datasets☆128Updated 3 years ago
- Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'☆39Updated 3 years ago
- [BMVC 2022] Official repository for "How to Train Vision Transformer on Small-scale Datasets?"☆165Updated 2 years ago