Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
☆133Feb 9, 2018Updated 8 years ago
Alternatives and similar repositories for prototypical-networks-tensorflow
Users that are interested in prototypical-networks-tensorflow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"☆1,236Jan 28, 2021Updated 5 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,079Apr 5, 2022Updated 4 years ago
- Meta Learning for Semi-Supervised Few-Shot Classification☆571Jun 26, 2019Updated 7 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆334Jul 1, 2018Updated 8 years ago
- Gaussian prototypical network architecture for few-shot learning☆43Nov 29, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆330Mar 26, 2020Updated 6 years ago
- Matching Networks for one-shot learning in tensorflow (NIPS'16)☆56Feb 2, 2019Updated 7 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆379Nov 1, 2021Updated 5 years ago
- A novel method for few shot learning☆52Nov 2, 2019Updated 7 years ago
- PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)☆1,076Oct 22, 2019Updated 7 years ago
- koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras☆373Feb 22, 2019Updated 7 years ago
- Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"☆266Sep 22, 2017Updated 9 years ago
- ☆573Mar 1, 2023Updated 3 years ago
- ☆69Apr 30, 2017Updated 9 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆522Jul 5, 2021Updated 5 years ago
- Matching Networks for one shot learning☆236Oct 26, 2017Updated 9 years ago
- Udacity Connect Session at Infosys☆22Jun 23, 2018Updated 8 years ago
- VPE logos☆54Oct 3, 2023Updated 3 years ago
- Semantic Feature Augmentation in Few-shot Learning☆87Jul 8, 2019Updated 7 years ago
- Implementation of Siamese Neural Networks for One-shot Image Recognition☆624Mar 8, 2019Updated 7 years ago
- Implementation of "Matching Networks for One Shot Learning" in Keras https://arxiv.org/abs/1606.04080☆53Dec 18, 2018Updated 7 years ago
- [ICLR'19] Meta-learning with differentiable closed-form solvers☆118Dec 3, 2019Updated 6 years ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆107Jun 20, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and Min…☆350Mar 5, 2024Updated 2 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆544Jul 25, 2024Updated 2 years ago
- Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features☆309Aug 30, 2021Updated 5 years ago
- code release for the NIPS 2016 paper☆28Oct 21, 2016Updated 10 years ago
- Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning☆2,657Nov 26, 2018Updated 7 years ago
- A chainer implementation of Memory Augmented Neural Network☆47Jul 15, 2016Updated 10 years ago
- Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning☆250Feb 15, 2018Updated 8 years ago
- This repository contains the code for the paper "Few-Shot Learning Through an Information Retrieval Lens". Eleni Triantafillou, Richard Z…☆25Dec 15, 2017Updated 8 years ago
- Net2Net implementation on PyTorch for any possible vision layers.☆38Oct 9, 2017Updated 9 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆100May 20, 2020Updated 6 years ago
- One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow☆237Jul 9, 2018Updated 8 years ago
- Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning☆185Jul 20, 2019Updated 7 years ago
- TensorFlow code for paper: Learning Generative ConvNets via Multi-grid Modeling and Sampling☆25Apr 16, 2018Updated 8 years ago
- A Playground for Variational Autoencoders☆12Feb 11, 2018Updated 8 years ago
- My course work to reimplement a paper☆15Jul 25, 2020Updated 6 years ago
- Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"☆29Dec 28, 2017Updated 8 years ago