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shot-learning

Here are 14 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

Duan-JM / awesome-papers-fewshot

Collection for Few-shot Learning

awesome-list meta-learning shot-learning few-shot-learning

Updated May 31, 2023
TeX

BayesWatch / deep-kernel-transfer

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

kernel deep-learning paper regression uncertainty bayesian-methods classification kernel-methods one-shot-learning uncertainty-quantification gaussian-processes kernels meta-learning shot-learning deep-kernel-learning few-shot-learning gpytorch

Updated Jan 19, 2022
Python

ahirsharan / MTL-Segmentation

Meta Transfer Learning for Few Shot Semantic Segmentation using U-Net

python pytorch hyperparameters coco segmentation unet semantic-segmentation learning-rate mtl shot-learning unet-pytorch unet-image-segmentation fewshot dice-loss meta-transfer-learning fewshot-learning mtl-segmentation meta-train

Updated Feb 1, 2021
Python

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

Zero-Shot / Zero-Shot-Learning

A python ZSL system which makes it easy to run Zero-Shot Learning on new datasets, by giving it features and attributes. Used for the paper "Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features", published in ICFHR2018.

machine-learning python3 classification zero-shot-learning shot-learning pyhton-zsl

Updated Jul 6, 2023
Python

DimosMellios / DarkShotLearning

One Shot Learning with Siamese Neural Networks + Triplet Siamese Neural Networks on Dark Web Images

one-shot-learning triplet-loss shot-learning darkweb siamese-neural-network contrastive-loss triplet-neural-network triplet-siamese-network

Updated Mar 24, 2023
Jupyter Notebook

MettaSurendhar / Met-Interact

An Application with interacts with the database using NLP and Langchain

mysql nlp database ai python3 mysql-database interaction nlp-library palm shot-learning streamlit streamlit-application llm langchain langchain-python palm2 google-palm palm-llm

Updated Feb 11, 2026
Python

rootlu / MetaLearning-Papers

Papers on meta-learning

meta-learning shot-learning graph-neural-networks paper-list shot-classification

Updated Feb 19, 2020

say4n / AutoSIGN

A Signature Validation and Mandate Verification System by using Siamese Networks and One-Shot Learning.

machine-learning automation computer-vision hackathon autosign signature-validation shot-learning siamese-network mandate-verification

Updated Jun 30, 2018
Jupyter Notebook

Atharva-Phatak / One-Shot-Art

Using one shot learning to classify paintings

deep-learning fsl shot-learning embedding-learning

Updated Nov 20, 2021
Jupyter Notebook

sg-first / Autocorrelation-Sequence-Prediction-Model

Autocorrelation Sequence Prediction Model Based On Reference Function Transformation: Taking Epidemic Prediction As An Example

machine-learning cac shot-learning ei nerual-network ieee-conference autocorrelation-sequence

Updated Jun 9, 2025
Python

troyzhangchu / MyCourseProjects

In this repository I list some course projects I did during my undergraduate at the School of Data Science, Fudan University.

finance data-mining slides economics shot-learning

Updated Dec 27, 2020

TaiyarHossain / word-learning-system

Learn Chinese vocabulary with an adaptive system that tracks progress, personalizes practice, and helps CFL learners build words faster

Updated Apr 3, 2026
TypeScript

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