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Search results for python few shot classifcation
few-shot-classifcation
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python
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15 search results found
Easy Few Shot Learning
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737
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
Concise Concepts
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222
This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.
Tim
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109
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
Simple Cnaps
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89
Source 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)
Prompt Align
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87
[ICCV23] Prompt-aligned Gradient for Prompt Tuning
Renet
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42
[ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification
Pytorch Meta Dataset
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40
A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification
Simple Cnaps
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40
Source 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" (TPAMI 2022 - in submission)
Channel_importance_fsl
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38
[ICML 2022] Channel Importance Matters in Few-shot Image Classification
Mcl
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18
Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)
Poodle
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14
Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)
Metric Few Shot Graph
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13
Few-Shot Graph Classification via distance metric learning.
Gpr Net
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9
Visual Contrastive Learning For Few Shot Image Classification
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6
Implementation of Few-shot Binary Image Classification using Contrastive Learning-based Approach in PyTorch
Isbfsar
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5
Interactive Skeleton Based Few Shot Action Recognition
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