JnchinZ / Prototypical-Networks-for-image-classification
This is a very simple implementation for the NIPS 2017 paper Prototypical Networks for Few-shot Learning.
☆20Updated 3 years ago
Alternatives and similar repositories for Prototypical-Networks-for-image-classification:
Users that are interested in Prototypical-Networks-for-image-classification are comparing it to the libraries listed below
- Reproduce MAML in Pytorch with omniglot dataset.☆102Updated 4 years ago
- Very simple pytorch maml implement☆121Updated last year
- 这是论文Unsupervised Domain Adaptation by Backpropagation的复现代码,并完成了MNIST与MNIST-M数据集迁移,master和tf2分支代码为是基于tf2.x,tf1分支代码基于tf1.x☆64Updated 3 years ago
- Open Set Recognition☆157Updated 3 years ago
- PyTorch implementation for "Classification-Reconstruction Learning for Open-Set Recognition" CVPR 2019.☆52Updated 3 years ago
- This repository is the official implementation Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with S…☆115Updated 9 months ago
- ☆34Updated 3 years ago
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆88Updated 3 years ago
- knowledge distillation for few-shot learning☆15Updated last year
- PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)☆131Updated last year
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆146Updated last month
- ☆13Updated 2 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆314Updated 5 years ago
- ☆15Updated 5 years ago
- ☆58Updated 3 years ago
- ☆98Updated 2 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆630Updated 3 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆232Updated 4 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆119Updated 4 years ago
- ☆40Updated 2 years ago
- The implementation of "Semantic-consistent Embedding".☆15Updated 3 years ago
- 论文复现:Prototypical Networks for Few-shot Learning☆37Updated 3 years ago
- Code for Transfer Learning book--《迁移学习导论》配套代码☆282Updated last year
- The Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).☆175Updated last year
- A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance☆154Updated 6 years ago
- A simple training/evaluation code of open set recognition using OpenMax (https://arxiv.org/abs/1511.06233)☆54Updated 6 years ago
- resource collection for transfer learning!☆247Updated last year
- A PaddlePaddle implementation of 'Deep Subdomain Adaptation Network for Image Classification'☆18Updated 3 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆386Updated 2 years ago
- Source Code of Industrial_ZSL in TII☆31Updated 3 years ago