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fewshot-learning

Here are 22 public repositories matching this topic...

svjack / NLP-demos-with-translate

some NLP demos that corpus are translate from English

nlp demo translation transformer classification paddlepaddle sentence-transformers fewshot-learning

Updated Apr 13, 2023
Python

nadavmisgav / whirl_beetle_segmentation

Video segmentation of a whirl beetle and the ripples it creates.

ai segmentation video-segmentation fewshot-learning

Updated Oct 13, 2022
Python

Krishna0312 / Few-shot-learning-based-breast-cancer-detection

Designed and trained a model to perform multi-tasks at the same time using a handful set of images

computer-vision deep-learning medical-image-processing multitask-learning fewshot-learning

Updated Apr 19, 2022
Jupyter Notebook

EnumerateLearning / CFSL-for-SIC

Code for Continual Few-Shot Learning for the submission to the Nagasaki Internship program

classification segmentation continual-learning fewshot-learning

Updated Oct 7, 2022
Python

nature-of-eu-rules / regulatory-statement-classification

Scripts, algorithms and files for a rule-based and ML-based approach for binary classification of regulatory / non-regulatory sentences in EU legislative documents, as well as code for evaluating the accuracy of these approaches

nlp law machine-learning text-classification text-analysis legislation spacy sentence-classification dependency-parsing european-union rule-based eurlex fewshot-learning zero-shot-classification

Updated Jul 17, 2024
Jupyter Notebook

habedi / GNNforUnresolvedQuestions

The repository hosts the code, data, and other artefacts for the paper "A deep learning-based approach for identifying unresolved questions on Stack Exchange Q&A communities through graph-based communication modelling", available here: https://link.springer.com/article/10.1007/s41060-023-00454-0

text-mining deep-learning text-classification question-answering stack-exchange research-paper graph-neural-networks fewshot-learning

Updated Oct 27, 2024
Jupyter Notebook

XoriieInpottn / pfenet-pytorch

A PyTorch implementation of paper "PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation".

metric-learning image-segmentation pascal-voc pytorch-implementation fewshot-learning pfenet fewshot-image-segmentation

Updated Aug 18, 2021
Python

jiajingchen113322 / 3DG2D

The code of WACV2024 Paper: 3DG2D

fewshot-learning wacv2024

Updated Jan 4, 2024
Python

Rojan119 / ACDFSL-Future-Wisdom

ACDFSL for Hyperspectral Image Classification

attention-mechanism 3dcnn domainadaptation fewshot-learning hsi-classification

Updated Aug 1, 2024
Python

XoriieInpottn / maml-pytorch

MAML implementation in PyTorch.

maml miniimagenet metalearning pytorch-implementation fewshot-learning

Updated Sep 6, 2022
Python

MingtaoGuo / few-shot-neural-talking-head-tensorflow

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models TensorFlow

tensorflow gan fewshot-learning headtalking

Updated Jun 1, 2020
Python

tian1327 / SWAT

fewshot-learning vision-language-model

Updated Sep 3, 2024
Python

titania7777 / UCF101FewShot

Testing code for few-shot action recognition

pytorch sample-code action-recognition ucf101 fewshot-learning video-fewshot-learning

Updated Jan 12, 2021
Python

graphprojects / MetaHG

Source code of NeurIPS 2021 paper “Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media”

self-supervised-learning fewshot-learning graphlearning graphrepresentationlearning

Updated Mar 15, 2022
Python

steb6 / ISBFSAR

Interactive Skeleton Based Few Shot Action Recognition

python pytorch human-pose-estimation human-activity-recognition pose-estimation open-set gaze-estimation few-shot few-shot-learning open-set-recognition fewshot-learning few-shot-classifcation open-set-classification

Updated Nov 8, 2022
Python

wangs311 / papersFromOpenaccess

根据关键词从Openaccess网站获取文章列表，CVPR2020/WACV2020小样本论文合辑

python3 wacv2020 cvpr2020 fewshot-learning

Updated Jan 17, 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

SoongE / siamese-one-shot-pytorch

Example of one shot learning and few shot learning with omniglot dataset.

siamese-network omniglot fewshot-learning oneshot-learning

Updated Apr 19, 2021
Python

AmanPriyanshu / AdaptKeyBERT

AdaptKeyBERT: keyword/keyphrase extraction with zero-shot and few-shot semi-supervised domain adaptation

nlp keyword-extraction zeroshot-learning fewshot-learning keybert

Updated Sep 22, 2024
Jupyter Notebook

concavegit / kfda

Kernel Fisher Discriminant Analysis implementation following https://arxiv.org/abs/1906.09436

machine-learning image-classification fisher-discriminant-analysis image-embeddings fewshot-learning kernel-fda oneshot-learning

Updated May 13, 2020
Python

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