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Mutual labels: few-shot-learning
Learning-To-Compare-For-TextLearning To Compare For Text , Few shot learning in text classification
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Mutual labels: few-shot-learning
sinkhorn-label-allocationSinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.
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Mutual labels: few-shot-learning
LibFewShotLibFewShot: A Comprehensive Library for Few-shot Learning.
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Mutual labels: few-shot-learning
multilingual kwsFew-shot Keyword Spotting in Any Language and Multilingual Spoken Word Corpus
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Mutual labels: few-shot-learning
TorchBlocksA PyTorch-based toolkit for natural language processing
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Mutual labels: relation-classification
FewShotDetection(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"
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Mutual labels: 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: few-shot-learning
Awesome-Few-shotAwesome Few-shot learning
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Mutual labels: few-shot-learning
P-tuningA novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.
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Mutual labels: 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)
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Mutual labels: few-shot-learning
HiCECode for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"
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Mutual labels: few-shot-learning
one-shot-steel-surfacesOne-Shot Recognition of Manufacturing Defects in Steel Surfaces
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Mutual labels: few-shot-learning
protonet-bert-text-classificationfinetune bert for small dataset text classification in a few-shot learning manner using ProtoNet
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Mutual labels: few-shot-learning
attMPTI[CVPR 2021] Few-shot 3D Point Cloud Semantic Segmentation
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Mutual labels: few-shot-learning
LaplacianShotLaplacian Regularized Few Shot Learning
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Mutual labels: few-shot-learning
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Mutual labels: few-shot-learning
R-BERTPytorch re-implementation of R-BERT model
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Mutual labels: relation-classification
