ServiceNow / embedding-propagation
Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started at Element AI.
☆210Updated 2 years ago
Alternatives and similar repositories for embedding-propagation:
Users that are interested in embedding-propagation are comparing it to the libraries listed below
- ☆369Updated 4 years ago
- SSL-FEW-SHOT☆171Updated 5 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆422Updated 4 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆149Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆137Updated 5 years ago
- ☆132Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆226Updated 4 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆213Updated last year
- Few shot learning☆155Updated 3 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆227Updated 5 years ago
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆341Updated 2 years ago
- Tools for generating tieredImageNet dataset and processing batches☆76Updated 4 years ago
- Ensembles of CNNs for few-shot image classification☆53Updated 4 years ago
- Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…☆160Updated 4 years ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆106Updated 2 years ago
- ☆114Updated 4 years ago
- ☆130Updated 2 years ago
- ☆90Updated 3 years ago
- Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)☆288Updated last year
- ☆520Updated 3 years ago
- ☆69Updated 5 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆340Updated 4 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆104Updated 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
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Updated 4 years ago
- Learning to Self-Train for Semi-Supervised Few-Shot☆93Updated 2 years ago
- Laplacian Regularized Few Shot Learning☆82Updated 2 years ago
- Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning☆120Updated 8 months ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆120Updated last year
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆249Updated 2 years ago