awesome-papers-fewshot

Collection for Few-shot Learning

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Nov 09, 2023

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Repo Language Stars Description Updated At
TeX 2 Collection for Few-shot Learning Jul 14, 2021
Python 152 Few shot learning Feb 22, 2023
Python 18 Few shot learning for cancer Jun 17, 2022
Python 1371 FSL-Mate: A collection of resources for few-shot learning (FSL). Sep 01, 2022
Python 7 A collection of machine learning algorithm for few-shot learning & meta-learning in PyTorch. May 10, 2023
None 2529 Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning Apr 28, 2023
Jupyter Notebook 8 FInetuning CLIP for Few Shot Learning Apr 20, 2023
Python 986 Repository for few-shot learning machine learning projects Sep 03, 2022
None 2 Repository for few-shot learning machine learning projects May 06, 2023
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
Python 45 infinite mixture prototypes for few-shot learning Apr 07, 2023
Jupyter Notebook 2 Siamese-based Few-Shot Learning for Medicine Aug 09, 2022
Python 2 Masked Embedding Modeling for Few-Shot Learning Nov 24, 2023
Python 12 Meta-Learning of Neural Architectures for Few-Shot Learning Aug 02, 2022
Python 2 A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch Oct 28, 2020
Python 1796 A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch May 08, 2023
Python 247 Few-shot Learning of GPT-3 Mar 20, 2023
None 84 Awesome Few-Shot Class-Incremental Learning Nov 30, 2022
Python 528 LibFewShot: A Comprehensive Library for Few-shot Learning. May 16, 2022
Python 104 [ICLR 2021] Concept Learners for Few-Shot Learning Apr 02, 2023
Python 102 Few-Shot Graph Learning for Molecular Property Prediction May 23, 2023
Jupyter Notebook 4 Text Classification using Few-Shot Learning with few labeled examples. Mar 07, 2023
Python 9 Few-shot learning with mislabeled support samples Aug 03, 2022
Python 3 some basic demo of few-shot learning Nov 24, 2020
Python 30 Efficient few-shot learning with Sentence Transformers Sep 22, 2022
None 5 Code for UNSUPERVISED PROTOTYPE RECTIFICATION FOR FEW-SHOT LEARNING Apr 28, 2023
None 10 A Paddle-based few-shot learning & meta-learning extensions May 19, 2021
Jupyter Notebook 2 Parallel Inference Image Classification Architecture For Few-Shot Learning Apr 29, 2022
Jupyter Notebook 15 Paper: Lexicon Learning for Few-Shot Neural Sequence Modeling Sep 16, 2022
Python 19 Semi-supervised few-shot learning for medical image segmentation Mar 14, 2023
TeX 23 Advances of few-shot learning, especially for NLP applications. May 05, 2023
Python 12 Dual Contrastive Learning for Few-shot Medical Image Segmentation May 31, 2023
Python 37 Learning To Compare For Text , Few shot learning in text classification Aug 02, 2022
Python 21 The code repository for "Learning Classifier Synthesis for Generalized Few-shot Learning" Jun 29, 2022
Python 261 PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot … Apr 28, 2023
Python 2 PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot … Apr 23, 2019
Jupyter Notebook 8 Make Pad Thai From few-shot learning 😉 Aug 08, 2021
Jupyter Notebook 15 Data labeling using few shot learning GPT-3. Jan 12, 2023
Python 136 Boosting Few-Shot Visual Learning with Self-Supervision Apr 14, 2023
Python 8 利用MLM-prompt learning 做 Zero-Shot/Few-Shot/Semi-Supervised Mar 24, 2023
None 22 An index of algorithms for few-shot learning/meta-learning on graphs Aug 05, 2022
Python 10 (ICLR 2021) ConstellationNet: Attentional Constellation Nets for Few-Shot Learning Jun 12, 2022
Python 258 A re-implementation of "Prototypical Networks for Few-shot Learning" Jul 19, 2022
Python 113 The Few-Shot Bot: Prompt-Based Learning for Dialogue Systems Apr 18, 2023
Python 58 Diversity Transfer Network for Few-Shot Learning (AAAI-20, Oral) Nov 25, 2022
Python 11 Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks May 02, 2023
None 12 Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine Nov 30, 2022
None 2 Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine Dec 08, 2023
Python 153 SSL-FEW-SHOT Jun 07, 2022