Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

Stars

2597

Forks

474

Language

None

Last Updated

May 10, 2024

Similar Repos
Repo Language Stars Description Updated At
Python 12 Meta-Learning of Neural Architectures for Few-Shot Learning Aug 02, 2022
None 10 A Paddle-based few-shot learning & meta-learning extensions May 19, 2021
Python 477 Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021 Aug 10, 2022
Python 4 Few-shot text classification with meta learning and BERT Apr 16, 2022
Jupyter Notebook 1051 Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow Apr 23, 2023
Jupyter Notebook 3 Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow Oct 24, 2021
Python 11 [TCSVT'22]Meta-Learning Based Incremental Few-Shot Object Detection Jan 16, 2023
Python 152 Few shot learning Feb 22, 2023
None 22 An index of algorithms for few-shot learning/meta-learning on graphs Aug 05, 2022
Python 17 Meta-Album meta-dataset for few-shot image classification May 11, 2023
Python 9 Meta-Padawan solution to the NeurIPS (2021) - Few-shot learning competition. Jan 19, 2023
Python 7 A collection of machine learning algorithm for few-shot learning & meta-learning in PyTorch. May 10, 2023
Python 656 TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019) Apr 28, 2023
Python 194 Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch Dec 01, 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 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 11 PyTorch Implementation for "Meta Propagation Networks for Graph Few-shot Semi-supervised Learning" (AAAI2022) Jun 27, 2022
Python 23 Implementation of TheWebConf 2021 -- Few-shot Network Anomaly Detection via Cross-network Meta-learning Jul 22, 2022
Python 247 Few-shot Learning of GPT-3 Mar 20, 2023
None 84 Awesome Few-Shot Class-Incremental Learning Nov 30, 2022
Jupyter Notebook 8 FInetuning CLIP for Few Shot Learning Apr 20, 2023
Python 39 Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral) Oct 05, 2022
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 59 Implementation of the paper "Learning Meta Model for Zero- and Few-shot Face Anti-spoofing" May 20, 2022
None 231 A list of recent papers about Meta / few-shot learning methods applied in NLP areas. Oct 02, 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
Python 99 [SIGGRAPH Asia 2019] Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning Aug 04, 2022
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
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
None 18 tags: transfer learning, domain adaptation, finetuning, one-shot learning, zero-shot learning. Jan 13, 2021
Python 72 Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled … Jul 20, 2022
Python 3 Implementation of Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer Jun 06, 2023
None 2 Source code for EMNLP 2019 paper "Meta Relational Learning for Few-Shot Link Prediction in Knowledge … Aug 11, 2021
Python 2 This repo is for the paper 'Detach and Unite: A Simple Meta-Transfer for Few-Shot Learning' Mar 31, 2023
Jupyter Notebook 8 Make Pad Thai From few-shot learning 😉 Aug 08, 2021
Python 528 LibFewShot: A Comprehensive Library for Few-shot Learning. May 16, 2022
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 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