zhoumu53 / few_shot_learningLinks
Awesome papers in few-shot learning/one-shot learning.
☆30Updated 6 years ago
Alternatives and similar repositories for few_shot_learning
Users that are interested in few_shot_learning are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of Meta-Learned Confidence for Few-shot Learning☆71Updated 4 years ago
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆35Updated 4 years ago
- ☆100Updated 5 years ago
- Code for the Paper "Centroid Networks for Few-Shot Clustering and Unsupervised Few-Shot Classification"☆23Updated 5 years ago
- Learning to Self-Train for Semi-Supervised Few-Shot☆94Updated 2 years ago
- Ensembles of CNNs for few-shot image classification☆53Updated 4 years ago
- PyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"☆20Updated 4 years ago
- Code for Unsupervised Learning via Meta-Learning.☆66Updated 4 years ago
- Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"☆20Updated 4 years ago
- Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"☆41Updated 4 years ago
- 90%+ with 40 labels. please see the readme for details.☆37Updated 4 years ago
- Code for Paper "Incremental Few-Shot Learning with Attention Attractor Networks"☆122Updated 5 years ago
- Evaluating AlexNet features at various depths☆40Updated 4 years ago
- Code for reproducing experiments in "How Useful is Self-Supervised Pretraining for Visual Tasks?"☆60Updated 11 months ago
- Official code for the paper "Self-Supervised Prototypical Transfer Learning for Few-Shot Classification"☆51Updated 3 years ago
- Regularizing Meta-Learning via Gradient Dropout☆53Updated 5 years ago
- PyTorch implementation of "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning" (ECCV 2020)☆48Updated last year
- Notes and tutorials on "Mutual information and self-supervised learning"☆39Updated 5 years ago
- ☆18Updated 6 years ago
- The original code for the paper "Learning to Learn via Self-Critique".☆46Updated 5 years ago
- A pytorch implementation of Information Bottleneck GAN☆28Updated 6 years ago
- ☆34Updated 6 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆102Updated 5 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆69Updated 2 years ago
- Zero-Shot Knowledge Distillation in Deep Networks☆67Updated 3 years ago
- A pytorch compatible data loader to create sequence of tasks for Continual Learning☆33Updated 5 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆98Updated last year
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆94Updated 5 years ago
- ☆52Updated 4 years ago
- Class Normalization for Continual Zero-Shot Learning☆34Updated 4 years ago