Some State-of-the-Art few shot learning algorithms in tensorflow 2
☆214Oct 17, 2023Updated 2 years ago
Alternatives and similar repositories for Keras-FewShotLearning
Users that are interested in Keras-FewShotLearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0☆53Oct 17, 2023Updated 2 years ago
- Matching Networks Tensorflow 2 Implementation for few-shot AD diagnosis☆21Dec 19, 2019Updated 6 years ago
- ☆100May 20, 2020Updated 5 years ago
- TF 2.x and PyTorch Lightning Callbacks for GPU monitoring☆92Jun 8, 2020Updated 5 years ago
- Repository for few-shot learning machine learning projects☆1,280Nov 25, 2019Updated 6 years ago
- Implementation of Matching Networks for One Shot Learning in TensorFlow 2.0☆30Apr 13, 2019Updated 6 years ago
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆87Aug 12, 2022Updated 3 years ago
- BERT for few_shot_learning, provided siamese net, match net, prototypical net☆12Jan 6, 2020Updated 6 years ago
- Notebook for comprehensive analysis of authors, organizations, and countries of ICML 2020 papers.☆56Oct 15, 2020Updated 5 years ago
- Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.☆1,301Nov 13, 2024Updated last year
- classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…☆139Nov 21, 2019Updated 6 years ago
- Explanation Optimization☆13Oct 16, 2020Updated 5 years ago
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,227Sep 19, 2021Updated 4 years ago
- Few Shot Learning by Siamese Networks, using Keras.☆194May 14, 2020Updated 5 years ago
- Attempting feature map prunning on a CNN trained for Japanese OCR☆18Jan 30, 2018Updated 8 years ago
- Graph Neural Networks with Keras and Tensorflow 2.☆2,394Jan 21, 2024Updated 2 years ago
- Library to manage machine learning problems as `Tasks' and to sample from Task distributions. Includes Tensorflow implementation of impli…☆50Nov 30, 2021Updated 4 years ago
- MTM☆143Nov 23, 2022Updated 3 years ago
- A TensorFlow re-implementation of Momentum Contrast (MoCo): https://arxiv.org/abs/1911.05722☆159Oct 7, 2023Updated 2 years ago
- A JupyterLab extension for displaying dashboards of GPU usage.☆13Aug 24, 2023Updated 2 years ago
- Tensorflow code for Vision Transformers training with the Self-Supervised learning method DINO☆12Aug 27, 2022Updated 3 years ago
- ☆17Dec 8, 2022Updated 3 years ago
- This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.☆33Mar 23, 2022Updated 4 years ago
- Books, papers and links to latest research in ML/AI☆93Jul 8, 2024Updated last year
- ☆42May 18, 2020Updated 5 years ago
- Implementation of MAML and Reptile algorithms with a JS demo on the sine regression toy experiment☆15May 1, 2021Updated 4 years ago
- SiT: Self-supervised vision Transformer☆21Apr 9, 2021Updated 4 years ago
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆89Jun 7, 2023Updated 2 years ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Aug 21, 2020Updated 5 years ago
- Implementation of SNAIL(A Simple Neural Attentive Meta-Learner) with Gluon☆12Feb 22, 2019Updated 7 years ago
- Code for the CVPR 2019 paper : Spectral Metric for Dataset Complexity Assessment☆46Mar 21, 2024Updated 2 years ago
- 使用keras实现GhostNet☆15May 24, 2020Updated 5 years ago
- An unofficial implementation of BYOL for self-supervised representation learning on CIFAR-10 (TensorFlow 2)☆23Oct 29, 2020Updated 5 years ago
- Blind Super-Resolution using an Ensemble of Kernel-Specific Networks☆11Aug 17, 2021Updated 4 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,055Jul 17, 2023Updated 2 years ago
- Deep Relation Network for Hyperspectral Image Few-Shot Classification☆22May 19, 2022Updated 3 years ago
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆61Nov 11, 2021Updated 4 years ago
- Tensorflow implementation for paper: Learning to Compare: Relation Network for Few-Shot Learning.☆17Apr 4, 2020Updated 5 years ago
- A list of recent papers about Meta / few-shot learning methods applied in NLP areas.☆231Dec 29, 2020Updated 5 years ago