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Similar Repos
| Repo | Language | Stars | Description | Updated At |
|---|---|---|---|---|
| Python | 298 | Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset" | Aug 09, 2022 | |
| Python | 47 | Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning" | Aug 04, 2022 | |
| Python | 108 | Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning | Jun 26, 2022 | |
| Python | 13 | Code for Label Semantics for Few Shot Named Entity Recognition | Aug 17, 2022 | |
| Python | 17 | Meta-Album meta-dataset for few-shot image classification | May 11, 2023 | |
| Python | 31 | The original code for the paper "Benchmarks for Continual Few-Shot Learning". | May 19, 2022 | |
| Python | 646 | A Large-Scale Few-Shot Relation Extraction Dataset | Aug 13, 2022 | |
| Python | 2 | Pytorch implementation and metric reproduction of the paper Prototypical Networks, including both few shot learning … | Mar 19, 2022 | |
| Python | 8 | Repo for paper: Towards Few-shot Entity Recognition in Document Images:A Label-aware Sequence-to-Sequence Framework | Apr 30, 2023 | |
| Python | 3 | Here shares the code for Label Embedding for Zero-shot Fine-grained Named Entity Typing | Nov 09, 2020 | |
| None | 152 | This repository contains the FewGLUE dataset for few-shot natural language understanding. | Sep 23, 2022 | |
| Jupyter Notebook | 15 | Paper: Lexicon Learning for Few-Shot Neural Sequence Modeling | Sep 16, 2022 | |
| None | 2 | A paper list for incremental few-shot object detection. | Apr 15, 2023 | |
| Python | 43 | Zero-Shot Open Entity Typing as Type-Compatible Grounding, EMNLP'18. | Jan 08, 2023 | |
| Python | 2 | My implementation of Few-Shot Diffusion Models paper | Feb 22, 2023 | |
| Python | 169 | Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification | Aug 06, 2022 | |
| Python | 3 | PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot … | Apr 11, 2020 | |
| Python | 996 | PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot … | Apr 28, 2023 | |
| Jupyter Notebook | 14 | Code for our TSD paper "TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained … | Apr 02, 2023 | |
| None | 5 | Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" | Jul 05, 2022 | |
| None | 116 | 📄 A paper list of Few-shot Object Detection. | Aug 08, 2022 | |
| Jupyter Notebook | 3 | Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning" | Apr 09, 2018 | |
| Python | 26 | Code repo for SIGIR 2021 paper "Few-Shot Conversational Dense Retrieval" | Jul 18, 2022 | |
| None | 2 | The code of TMM paper "Multi-level Second-order Few-shot Learning" | May 13, 2022 | |
| Python | 24 | The implementation of AAAI 2021 Paper: "Progressive Network Grafting for Few-Shot Knowledge Distillation". | Aug 19, 2022 | |
| None | 4 | The summary of code and paper for few-shot learning in fine-grained recognition | Oct 09, 2022 | |
| Python | 9 | The code for ECCV'20 paper 'Few-shot Action Recognition via Permutation-invariant Attention' | May 11, 2023 | |
| Python | 153 | SSL-FEW-SHOT | Jun 07, 2022 | |
| Python | 152 | Few shot learning | Feb 22, 2023 | |
| Python | 31 | Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification" | May 14, 2022 | |
| Python | 8 | Code for paper "Channel Importance Matters in Few-Shot Image Classification", ICML2022 | Jul 04, 2022 | |
| Jupyter Notebook | 128 | Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning" | Jul 03, 2022 | |
| HTML | 5 | Code associated with the paper: "Few-Shot Self-Rationalization with Natural Language Prompts" | Jul 14, 2022 | |
| Python | 21 | PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning" | Aug 02, 2022 | |
| Python | 18 | Few shot learning for cancer | Jun 17, 2022 | |
| TeX | 875 | Collection for Few-shot Learning | May 17, 2023 | |
| TeX | 2 | Collection for Few-shot Learning | Jul 14, 2021 | |
| Python | 26 | This repository contains the code for the paper On Episodes, Prototypical Networks, and Few-shot Learning | Apr 29, 2023 | |
| Python | 2 | Code for paper "Rethinking Task Sampling for Few-shot Vision-Language Transfer Learning" | Jul 15, 2022 | |
| Python | 18 | Code for our paper "CLIP-guided Prototype Modulating for Few-shot Action Recognition". | May 09, 2023 | |
| Python | 2 | Code for the BioNLP 2021 paper "Scalable Few-Shot Learning of Robust Biomedical Name Representations" | May 12, 2022 | |
| Python | 59 | Implementation of the paper "Learning Meta Model for Zero- and Few-shot Face Anti-spoofing" | May 20, 2022 | |
| Python | 122 | Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447) | Oct 05, 2022 | |
| Python | 2 | Experiment code for the LREC paper "Few-Shot Learning for Argument Aspects of the Nuclear Energy … | Apr 28, 2023 | |
| Roff | 51 | Code and Data for SIGIR 2020 Paper "Few-Shot Generative Conversational Query Rewriting" | Jun 28, 2022 | |
| Python | 17 | Code for our ICLR'2022 paper "Generalizing Few-Shot NAS with Gradient Matching" | Jan 30, 2023 | |
| Python | 4 | Tensorflow v2 implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning" | Jan 02, 2022 | |
| Python | 100 | Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers" | May 22, 2023 | |
| Python | 8 | The implementation of PEMP in paper "Prior-Enhanced Few-Shot Segmentation with Meta-Prototypes" | Oct 14, 2021 | |
| Python | 49 | A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification | Apr 03, 2023 |