Awesome-Few-shotAwesome Few-shot learning
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Mutual labels: metric-learning, meta-learning, few-shot-learning
awesome-few-shot-meta-learningawesome few shot / meta learning papers
Stars: ✭ 44 (+158.82%)
Mutual labels: metric-learning, meta-learning, few-shot-learning
simple-cnapsSource codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)
Stars: ✭ 88 (+417.65%)
Mutual labels: metric-learning, meta-learning, few-shot-learning
CDFSL-ATA[IJCAI 2021] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
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Mutual labels: meta-learning, few-shot-learning
FSL-MateFSL-Mate: A collection of resources for few-shot learning (FSL).
Stars: ✭ 1,346 (+7817.65%)
Mutual labels: meta-learning, few-shot-learning
MeTALOfficial PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
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Mutual labels: meta-learning, few-shot-learning
Meta-TTSOfficial repository of https://arxiv.org/abs/2111.04040v1
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Mutual labels: meta-learning, few-shot-learning
finetunerFinetuning any DNN for better embedding on neural search tasks
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Mutual labels: metric-learning, few-shot-learning
TransferlearningTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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Mutual labels: meta-learning, few-shot-learning
Hcn Prototypeloss PytorchHierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
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Mutual labels: metric-learning, meta-learning
Learning-To-Compare-For-TextLearning To Compare For Text , Few shot learning in text classification
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Mutual labels: meta-learning, few-shot-learning
Meta Learning PapersMeta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
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Mutual labels: meta-learning, few-shot-learning
LibFewShotLibFewShot: A Comprehensive Library for Few-shot Learning.
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Mutual labels: meta-learning, few-shot-learning
FUSIONPyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"
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Mutual labels: meta-learning, few-shot-learning
sib meta learnCode of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients
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Mutual labels: meta-learning, few-shot-learning
FastAP-metric-learningCode for CVPR 2019 paper "Deep Metric Learning to Rank"
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Mutual labels: metric-learning
pymfePython Meta-Feature Extractor package.
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Mutual labels: meta-learning
TreeRepLearning Tree structures and Tree metrics
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Mutual labels: metric-learning
ganbertEnhancing the BERT training with Semi-supervised Generative Adversarial Networks
Stars: ✭ 205 (+1105.88%)
Mutual labels: few-shot-learning
HebbianMetaLearningMeta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
Stars: ✭ 77 (+352.94%)
Mutual labels: meta-learning
