Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Deep Kernel Transfer	142	2 years ago			6		Python
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
Crossdomainfewshot	93	4 years ago			9		Python
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
R2d2	83	4 years ago			1	mit	Python
[ICLR'19] Meta-learning with differentiable closed-form solvers
Orbit Dataset	82	3 months ago				mit	Python
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.
Awesome Few Shot Meta Learning	27	3 years ago
awesome few shot / meta learning papers
Awesome Few Shot	27	4 years ago			1
Awesome Few-shot learning
Less	18	2 years ago	3	September 25, 2022		mit	Python
Learning with Subset Stacking
Dropclass_speaker	17	3 years ago				mit	Python
DropClass and DropAdapt - repository for the paper accepted to Speaker Odyssey 2020
Learning To Impute	16	4 years ago					Python
Learning to Impute: A General Framework for Semi-supervised Learning
San	15	4 years ago				mit	Python
[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

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Deep Kernel Transfer ⭐ 142

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

most recent commit 2 years ago

Crossdomainfewshot ⭐ 93

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

most recent commit 4 years ago

R2d2 ⭐ 83

[ICLR'19] Meta-learning with differentiable closed-form solvers

most recent commit 4 years ago

Orbit Dataset ⭐ 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.

most recent commit 3 months ago

Awesome Few Shot Meta Learning ⭐ 27

awesome few shot / meta learning papers

most recent commit 3 years ago

Awesome Few Shot ⭐ 27

Awesome Few-shot learning

most recent commit 4 years ago

Less ⭐ 18

Learning with Subset Stacking

total releases 3most recent commit 2 years ago

Dropclass_speaker ⭐ 17

DropClass and DropAdapt - repository for the paper accepted to Speaker Odyssey 2020

most recent commit 3 years ago

Learning To Impute ⭐ 16

Learning to Impute: A General Framework for Semi-supervised Learning

most recent commit 4 years ago

San ⭐ 15

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

most recent commit 4 years ago

Suggest An Alternative To CrossDomainFewShot

Alternative Project Comparisons

Crossdomainfewshot vs Deep Kernel Transfer

Crossdomainfewshot vs R2d2

Crossdomainfewshot vs Orbit Dataset

Crossdomainfewshot vs Awesome Few Shot Meta Learning

Crossdomainfewshot vs Awesome Few Shot

Crossdomainfewshot vs Less

Crossdomainfewshot vs Dropclass_speaker

Crossdomainfewshot vs Learning To Impute

Crossdomainfewshot vs San

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