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meta-learning
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26 search results found
Meta Dataset
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679
A dataset of datasets for learning to learn from few examples
Mini Imagenet Tools
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399
Tools for generating mini-ImageNet dataset and processing batches
Matchingnetworks
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209
This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset
Meta Selflearning
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175
Meta Self-learning for Multi-Source Domain Adaptation: A Benchmark
Feat
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149
The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"
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)
Dmml
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87
code for ICCV19 paper "Deep Meta Metric Learning"
Cnaps
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83
Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Normalization for Meta-Learning"
Orbit Dataset
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82
The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.
Simple_shot
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72
Tiered Imagenet Tools
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66
Tools for generating tieredImageNet dataset and processing batches
Audioset
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61
Fetch and use Google's AudioSet dataset
Modular Metalearning
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57
Multidigitmnist
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54
Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning
Animal Kingdom
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35
[CVPR2022] Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding
Meta Interpolation
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26
Source code for CVPR 2020 paper "Scene-Adaptive Video Frame Interpolation via Meta-Learning"
Mfe
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25
Meta-Feature Extractor
Meta Transfer Learning
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22
Implementation of meta-transfer-learning (ACL 2020)
Saml
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21
[MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset
Pytorch Siamese Triplet
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18
One-Shot Learning with Triplet CNNs in Pytorch
Learning To Impute
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16
Learning to Impute: A General Framework for Semi-supervised Learning
Mlsr
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15
Source code for ECCV2020 "Fast Adaptation to Super-Resolution Networks via Meta-Learning"
Dropgrad
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14
Regularizing Meta-Learning via Gradient Dropout
Metasense_public
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12
The official PyTorch Implementation of MetaSense (MetaSense: Few-Shot Adaptation to Untrained Conditions in Deep Mobile Sensing, ACM SenSys '19).
Stc Maml Pytorch
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7
A PyTorch implementation of our INTERSPEECH2020 paper 'An inverstigation of few-shot learning in spoken term classification.'
Meta Tail2vec
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5
Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks
Maml Tensorflow
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5
Tensorflow r2.1 reimplementation of Model-Agnostic Meta-Learning
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