Few Shot Learning on Graphs
☆33Feb 15, 2023Updated 3 years ago
Alternatives and similar repositories for GraphsFewShot
Users that are interested in GraphsFewShot are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A meta-learning framework for few-shot graph learning☆20Mar 1, 2023Updated 3 years ago
- The source code of our ACM MM 2019 paper "TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning".☆25Feb 29, 2020Updated 6 years ago
- Few-Shot Graph Classification via distance metric learning.☆24Mar 20, 2024Updated 2 years ago
- The code of “Prototypical Graph Contrastive Learning”. [TNNLS 2022]☆24Aug 21, 2022Updated 3 years ago
- GFL for AAAI 2020☆31Jan 27, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)☆88Jul 23, 2018Updated 7 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆178Jul 25, 2024Updated last year
- Source code for NeurIPS 2020 paper "Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding"☆10Nov 17, 2020Updated 5 years ago
- Code and data for the CIKM2021 paper "Learning Ideological Embeddings From Information Cascades"☆10Sep 8, 2021Updated 4 years ago
- Implementation of CIKM2020 -- Graph Prototypical Networks for Few-shot Learning on Attributed Networks☆53Apr 9, 2021Updated 5 years ago
- PyTorch Implementation for "Meta Propagation Networks for Graph Few-shot Semi-supervised Learning" (AAAI2022)☆28Feb 24, 2022Updated 4 years ago
- Graph meta learning via local subgraphs (NeurIPS 2020)☆127Jul 25, 2024Updated last year
- A curated list of Heterophilous Graph Self-Supervised Learning papers.☆15Apr 6, 2023Updated 3 years ago
- Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs☆34Feb 20, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The official source code for "Task-Equivariant Graph Few-shot Learning (TEG)" at KDD 2023.☆25Dec 6, 2023Updated 2 years ago
- Few-Shot Graph Learning for Molecular Property Prediction☆137Feb 20, 2023Updated 3 years ago
- ☆14Nov 21, 2023Updated 2 years ago
- [MIPR 2022 & TMM 2023] "Attentive Graph Neural Networks for Few-shot Learning" with its extension version☆16Apr 17, 2023Updated 2 years ago
- CGAT: Channel-aware Graph Attention Networks☆20Mar 24, 2023Updated 3 years ago
- The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).☆35Jan 22, 2021Updated 5 years ago
- Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning☆159Jul 29, 2019Updated 6 years ago
- Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning☆20Dec 24, 2019Updated 6 years ago
- Scattering GCN: overcoming oversmoothness in graph convolutional networks☆25Jun 6, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Hypergraph convolution and attention networks research☆15Jul 31, 2024Updated last year
- Open source code for paper "EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks".☆28Jul 8, 2022Updated 3 years ago
- Pytorch Implementation of LoG 22 [Oral] -- Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification☆17May 31, 2023Updated 2 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆41Apr 27, 2023Updated 2 years ago
- ☆36Jun 29, 2022Updated 3 years ago
- ☆22Mar 10, 2021Updated 5 years ago
- BERT for few_shot_learning, provided siamese net, match net, prototypical net☆12Jan 6, 2020Updated 6 years ago
- Meta-Learning for Few Shot Link Prediction☆50Sep 17, 2020Updated 5 years ago
- An index of algorithms for few-shot learning/meta-learning on graphs☆159Apr 30, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)☆45Oct 26, 2022Updated 3 years ago
- ☆16Jul 5, 2021Updated 4 years ago
- The source codes for paper "Relative Position and Map Networks in Few-shot Learning for Image Classification"☆14Jul 12, 2020Updated 5 years ago
- Few- and Zero-shot Multi-Label Learning for Structured Label Spaces☆49May 4, 2020Updated 5 years ago
- This is the repository for the AAAI 21 paper [Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Lea…☆17Feb 28, 2023Updated 3 years ago
- Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019☆322Jun 22, 2019Updated 6 years ago
- [ICML 2023] "On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation"☆34Nov 10, 2023Updated 2 years ago