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prototypical-networks

Here are 29 public repositories matching this topic...

sudharsan13296 / Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Updated Sep 19, 2021
Jupyter Notebook

orobix / Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

python cnn pytorch prototypical-networks

Updated Apr 5, 2022
Python

Xiaohan-Chen / few-shot-fault-diagnosis

A few shot learning repository for bearing fault diagnosis.

transfer-learning few-shot few-shot-learning prototypical-networks fault-diagnosis

Updated Aug 3, 2023
Python

Fritz449 / ProtoNER

Few-shot classification in Named Entity Recognition Task

nlp ner allennlp few-shot-learning prototypical-networks

Updated Dec 18, 2018
Python

ArchitParnami / Few-Shot-KWS

Few-Shot Keyword Spotting

audio speech-recognition keyword-spotting prototypical-networks few-shot-recognition

Updated Apr 11, 2021
Jupyter Notebook

schatty / prototypical-networks-tf

Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0

one-shot-learning omniglot few-shot-learning prototypical-networks tensorflow2

Updated Oct 17, 2023
Python

Hsankesara / Prototypical-Networks

A novel method for few shot learning

deep-learning computer few-shot-learning prototypical-networks

Updated Nov 2, 2019
Jupyter Notebook

mohammadmozafari / advanced-machine-learning

This repo contains the implementation of some new papers on some advanced topics of machine learning e.g. meta-learning, reinforcement-learning, meta-reinforcement-learning, continual-learning and etc.

maml snail continual-learning meta-rl multitask-learning prototypical-networks goal-conditioned-rl

Updated Sep 9, 2022
Jupyter Notebook

daisukelab / protonet-fine-grained-clf

(Using) Prototypical Networks as a Fine Grained Classifier

meta-learning fine-grained-classification few-shot-learning prototypical-networks

Updated Mar 7, 2019
Jupyter Notebook

Deepest-Project / meta-learning-study

Deepest Season 6 Meta-Learning study papers plus alpha

papers maml meta-learning shot-learning few-shot-learning prototypical-networks

Updated Mar 4, 2020

archmaester / proto2proto

Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"

knowledge-distillation interpretability prototypical-networks interpretability-methods

Updated May 2, 2022
Python

mhw32 / prototransformer-public

PyTorch implementation for "ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback" (https://arxiv.org/abs/2107.14035).

education transformers meta-learning prototypical-networks

Updated Sep 9, 2022
Python

giovcandido / prototypical-networks

Prototypical Networks for the task of few-shot image classification on Omniglot and mini-ImageNet.

machine-learning python3 omniglot few-shot-learning prototypical-networks pytorch-implementation mini-imagenet

Updated Dec 9, 2021
Python

hooman007 / ProtoASNet

Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference

pytorch transparency prototypes video-classification explainable-artificial-intelligence interpretable-deep-learning xai prototypical-networks echocardiography aleatoric-uncertainty explainable-ai-in-medical-imaging prototypical-learning miccai2023 part-prototypes aortic-stenosis

Updated Oct 21, 2023
Python

jsalbert / prototypical-networks

Code containing implementation of prototypical networks paper with a few tweaks

machine-learning deep-learning pytorch one-shot-learning few-shot few-shot-learning prototypical-networks

Updated Apr 12, 2019
Python

DebabrataPal7 / SPN

Official Implementation of "SPN: Stable Prototypical Network for Few-Shot Learning-Based Hyperspectral Image Classification" (GRSL22)

few-shot-learning prototypical-networks

Updated Jan 4, 2023
Jupyter Notebook

Kunal-Attri / Few-Shot-Classification-GUI-based-Training

GUI based tool to train and develop Few Shot Classification ML model.

pytorch matplotlib resnet-18 prototypical-networks cnn-pytorch streamlit few-shot-classifcation

Updated Oct 8, 2022
Python

DebabrataPal7 / EVML

Official implementation of "Extreme Value Meta-Learning for Few-Shot Open-Set Recognition of Hyperspectral Images" (TGRS'23)

weibull-distribution extreme-value-statistics few-shot-learning prototypical-networks open-set-recognition

Updated Aug 15, 2023
Jupyter Notebook

Jityan / efficientprotonet

The code for "Efficient-PrototypicalNet with self knowledge distillation for few-shot learning"

transfer-learning knowledge-distillation few-shot-learning prototypical-networks efficientnet few-shot-classification self-knowledge-distillation

Updated Oct 8, 2024
Python

carlossantosgarcia / few-shot-classification

We explore different techniques to perform few-shot-classification of fashion images.

fsl siamese meta-learning prototypical-networks

Updated May 26, 2022
Jupyter Notebook

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