Simple Cnaps Alternatives

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)
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Alternatives To plai-group/simple-cnaps
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
jindongwang/transferlearning 12,494 0 0 about 2 years ago 0 14 mit Python
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
floodsung/Meta-Learning-Papers 2,577 0 0 over 7 years ago 0 4
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
tata1661/FSL-Mate 1,611 0 1 about 2 years ago 3 April 02, 2022 6 mit Python
FSL-Mate: A collection of resources for few-shot learning (FSL).
sicara/easy-few-shot-learning 737 0 0 over 2 years ago 10 September 25, 2023 5 mit Python
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
bertinetto/cfnet 474 0 0 almost 8 years ago 0 24 mit Matlab
[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..
metaopt/torchopt 460 0 2 over 2 years ago 14 November 10, 2023 6 apache-2.0 Python
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
pykale/pykale 415 0 0 about 2 years ago 12 April 12, 2022 9 mit Python
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
MaximeVandegar/Papers-in-100-Lines-of-Code 395 0 0 over 2 years ago 0 0 mit Python
Implementation of papers in 100 lines of code.
mbs0221/Multitask-Learning 374 0 0 about 5 years ago 0 2
Awesome Multitask Learning Resources
leopard-ai/betty 316 0 0 over 2 years ago 9 October 12, 2023 4 apache-2.0 Python
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
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