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.
☆208Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for embedding-propagation
- ☆367Updated 3 years ago
- SSL-FEW-SHOT☆171Updated 4 years ago
- (ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System☆224Updated 4 years ago
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆418Updated 4 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆148Updated 3 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆211Updated last year
- ☆129Updated 3 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆136Updated 4 years ago
- ☆90Updated 2 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆175Updated 3 years ago
- ☆112Updated 3 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆224Updated 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
- Tools for generating tieredImageNet dataset and processing batches☆76Updated 3 years ago
- Few shot learning☆155Updated 3 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆119Updated last year
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆330Updated 4 years ago
- Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…☆159Updated 3 years ago
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆208Updated 4 years ago
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆342Updated 2 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆181Updated 3 months ago
- Ensembles of CNNs for few-shot image classification☆53Updated 3 years ago
- Pytorch code of "Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning", CVPR 2019.☆191Updated last year
- ☆70Updated 4 years ago
- [ICLR 2021] Concept Learners for Few-Shot Learning☆112Updated last year
- Laplacian Regularized Few Shot Learning☆81Updated 2 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆473Updated 3 years ago
- ☆519Updated 3 years ago
- Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature☆208Updated 5 years ago
- Pytorch implementation of Meta-Learned Confidence for Few-shot Learning☆71Updated 3 years ago