Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy
☆33Jan 5, 2020Updated 6 years ago
Alternatives and similar repositories for fsl-hierarchy
Users that are interested in fsl-hierarchy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation for paper "Few-Shot Learning with Global Class Representations" (https://arxiv.org/abs/1908.05257)☆18Oct 19, 2022Updated 3 years ago
- The code of "Learning Task-aware Local Representations for Few-shot Learning", IJCAI 2020.☆20Jul 28, 2020Updated 5 years ago
- The original code for the paper "Benchmarks for Continual Few-Shot Learning".☆36Aug 18, 2020Updated 5 years ago
- PyTorch implementation for "Gated Transfer Network for Transfer Learning"☆11Jun 3, 2019Updated 6 years ago
- Shaping Visual Representations with Language for Few-shot Classification, ACL 2020☆16May 9, 2021Updated 5 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.
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆11Jun 2, 2021Updated 4 years ago
- A pytorch implementation of LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning(ICML 2019)☆11Nov 5, 2019Updated 6 years ago
- Few shot learning☆157Aug 10, 2021Updated 4 years ago
- [Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fi…☆12Sep 17, 2024Updated last year
- The official implementation of paper "Unsupervised Few-Shot Learning via Distribution Shift-based Augmentation"☆26Apr 23, 2022Updated 4 years ago
- [NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"☆24Oct 16, 2023Updated 2 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
- 吴恩达在 Coursera 上开设了由 5 门课组成的深度学习专项课程，掀起了一股人工智能深度学习热潮。该专项课程可以说是深度学习入门的最佳课程之一！不仅知识体系完善，涵盖神经网络基础、浅层神经网络、深层神经网络、神经网络优化、CNN、RNN 等知识；而且配备了相当专业的编…☆13May 22, 2020Updated 5 years ago
- Locally Linear Meta Embedding☆12Dec 12, 2018Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- pytorch implement for the paper Few-Shot Adversarial Domain Adaptation☆58Jul 6, 2023Updated 2 years ago
- 中文文本情感分析(利用LSTM模型实现)，数据集：关于酒店的中文评论☆10Dec 12, 2020Updated 5 years ago
- Neural architecture search(NAS)☆10Jan 21, 2019Updated 7 years ago
- pytorch-TripletSemiHardLoss☆10Jan 12, 2022Updated 4 years ago
- LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.☆114Dec 27, 2022Updated 3 years ago
- Siamese Capsule Networks for Face Verification☆11Mar 22, 2019Updated 7 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,158Dec 14, 2021Updated 4 years ago
- Few-Shot Image Recognition by Predicting Parameters from Activations☆111Jun 24, 2018Updated 7 years ago
- Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations @ ICCV21☆13Jul 15, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [IJCAI 2021 & AIJ 2023] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation☆73Feb 7, 2023Updated 3 years ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆107Jun 20, 2022Updated 3 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆123May 23, 2023Updated 2 years ago
- Basic implementation of variational autoencoders in Torch☆10Apr 16, 2016Updated 10 years ago
- RelEx - A simple framework for Relation Extraction built on AllenNLP☆15Jun 17, 2020Updated 5 years ago
- Joint learning of saliency detection and weakly supervised semantic segmentation☆25Sep 18, 2020Updated 5 years ago
- "Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Kh…☆38Mar 14, 2023Updated 3 years ago
- Matching Networks for one shot learning☆236Oct 26, 2017Updated 8 years ago
- Zero-shot video classification by end-to-end training of 3D convolutional neural networks☆151Jun 14, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- WebRED is a large and diverse manually annotated dataset for extracting relationships from a variety of text found on the World Wide Web.☆22Mar 11, 2021Updated 5 years ago
- [EMNLP 2022] Adapting a Language Model While Preserving its General Knowledge☆21Feb 12, 2023Updated 3 years ago
- Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"☆41Apr 8, 2021Updated 5 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆215Oct 3, 2023Updated 2 years ago
- ☆22Jun 15, 2021Updated 4 years ago
- the code for paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration"☆41Aug 26, 2021Updated 4 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆176Jul 26, 2021Updated 4 years ago