SoongE / siamese-one-shot-pytorch
Example of one shot learning and few shot learning with omniglot dataset.
☆24Updated 3 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
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆41Updated last year
- Codes for "Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier"☆30Updated 3 years ago
- ☆24Updated 3 years ago
- ☆56Updated 4 years ago
- A Meta-Learning Approach for Few-Shot Anomaly Detection and One-Class Classification☆35Updated 3 years ago
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆81Updated last year
- Imbalanced Image Classification with Complement Cross Entropy (PRL 21)☆50Updated last year
- ☆58Updated 3 months ago
- Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification☆40Updated 2 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆58Updated 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
- Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023☆21Updated 10 months ago
- [ICIP2021] The official PyTorch implementation of MASK GUIDED ATTENTION FOR FINE-GRAINED PATCHY IMAGE CLASSIFICATION☆11Updated 3 years ago
- ☆14Updated 4 years ago
- Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'☆39Updated 2 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆104Updated 3 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
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆117Updated 2 years ago
- Data Augmentation optimized for GAN☆55Updated 4 years ago
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆68Updated 4 years ago
- Official Implementation of "Domain Adaptive Few-Shot Open-Set Learning" in IEEE/CVF International Conference on Computer Vision (ICCV'23)☆12Updated last year
- [ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner☆37Updated 2 years ago
- Learning from Limited and Imperfect Data (L2ID): Classification Challenges☆18Updated 4 years ago
- ☆26Updated 3 years ago
- Open-set Recognition with Adversarial Autoencoders☆37Updated 6 years ago
- MTUNet: Few-shot Image Classification with Visual Explanations (CVPRW 2021)☆32Updated 2 years ago
- [ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification☆117Updated 3 years ago
- For Low inter-class and High intra-class Variance☆12Updated 5 years ago
- Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).☆49Updated 2 years ago
- Code for Class Anchor Clustering loss for training a distance-based open set classifier☆70Updated 2 years ago