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:
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated last year
- ☆21Updated 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
- Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ba…☆45Updated 2 years ago
- ☆14Updated 4 years ago
- Squeeze and Excitation network implementation.☆18Updated 6 years ago
- Code for Class Anchor Clustering loss for training a distance-based open set classifier☆71Updated 2 years ago
- Data Augmentation optimized for GAN☆56Updated 4 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
- ☆55Updated 4 years ago
- Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification☆38Updated last year
- A PyTorch implementation of CMT based on paper CMT: Convolutional Neural Networks Meet Vision Transformers.☆70Updated 2 years ago
- ☆39Updated 2 years ago
- Imbalanced Image Classification with Complement Cross Entropy (PRL 21)☆51Updated 2 years ago
- ☆27Updated 3 years ago
- ICCV2021 - training a post-hoc lightweight GAN-discriminator for open-set recognition☆135Updated 2 years ago
- This is the official PyTorch implementation of the paper "Rethinking Re-Sampling in Imbalanced Semi-Supervised Learning" (Ju He, Adam Kor…☆27Updated 3 years ago
- Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)☆118Updated 10 months ago
- Unofficial PyTorch implementation of KeepAugment☆24Updated 3 years ago
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆69Updated 4 years ago
- A simple training/evaluation code of open set recognition using OpenMax (https://arxiv.org/abs/1511.06233)☆56Updated 7 years ago
- Code for research paper "Learning a Neural Network based Representation for Open Set Recognition" M. Hassen, P. K. Chan☆26Updated 4 years ago
- ☆46Updated 2 years ago
- Open-set Recognition with Adversarial Autoencoders☆38Updated 6 years ago
- ☆24Updated 3 years ago
- SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization☆48Updated 2 years ago
- ☆37Updated 3 years ago
- Independent implementation of Supervised Contrastive Loss. Straight to the point and beyond☆81Updated 4 years ago
- The torchosr module is a set of tools for Open Set Recognition in Python, compatible with PyTorch library.☆12Updated 2 months ago
- EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)☆40Updated 3 years ago