6 results found Sort:

sicara
easy-few-shot-learning sicara
147
1.1k
mit
17
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
pytorch deep-learning meta-learning machine-learning few-shot-learning few-shot-recognition image-classification few-shot-classifcation
Created 2021-02-01
174 commits to master branch, last one 9 days ago
kjunelee
MetaOptNet kjunelee
97
528
apache-2.0
8
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
cvpr2019 few-shot metalearning meta-learning few-shot-learning convex-optimization few-shot-recognition image-classification
Created 2018-11-02
75 commits to master branch, last one about a year ago
peymanbateni
simple-cnaps peymanbateni
25
116
mit
9
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 ...
meta-dataset deep-learning meta-learning mini-imagenet metric-learning tiered-imagenet few-shot-learning few-shot-recognition few-shot-classifcation conditional-neural-process
Created 2019-11-19
107 commits to master branch, last one about a year ago
Anirudh257
strm Anirudh257
16
98
unknown
3
[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition
cvpr cvpr2022 few-shot spatio-temporal few-shot-learning action-recognition few-shot-recognition
Created 2022-04-01
6 commits to main branch, last one 2 years ago
ArchitParnami
Few-Shot-KWS ArchitParnami
16
60
unknown
5
Few-Shot Keyword Spotting
audio keyword-spotting speech-recognition few-shot-recognition prototypical-networks
Created 2019-10-24
46 commits to master branch, last one 4 years ago
plai-group
simple-cnaps plai-group
15
56
mit
8
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 ...
meta-dataset deep-learning meta-learning mini-imagenet metric-learning tiered-imagenet few-shot-learning few-shot-recognition few-shot-classifcation conditional-neural-process
Created 2021-09-18
115 commits to master branch, last one 2 years ago