fewshot-learning

There are 1 repository under fewshot-learning topic.

EasyNLP
alibaba / EasyNLP
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
transformers bert nlp pretrained-models deep-learning pytorch fewshot-learning knowledge-distillation knowledge-pretraining text-image-retrieval text-to-image-synthesis machine-learning text-classification transfer-learning
Language:Python 1946
concavegit / kfda
Kernel Fisher Discriminant Analysis implementation following https://arxiv.org/abs/1906.09436
kernel-fda image-classification image-embeddings fisher-discriminant-analysis machine-learning oneshot-learning fewshot-learning
Language:Python 26
arjish / PreTrainedFullLibrary_FewShot
Codes for "Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier"
fewshot-learning image-classification transfer-learning meta-learning
Language:Python 25
SoongE / siamese-one-shot-pytorch
Example of one shot learning and few shot learning with omniglot dataset.
oneshot-learning fewshot-learning siamese-network omniglot
Language:Python 22
ahirsharan / MTL-Segmentation
Meta Transfer Learning for Few Shot Semantic Segmentation using U-Net
pytorch mtl segmentation fewshot-learning fewshot coco semantic-segmentation python mtl-segmentation meta-transfer-learning unet unet-image-segmentation unet-pytorch shot-learning dice-loss meta-train learning-rate hyperparameters
Language:Python 21
AmanPriyanshu / AdaptKeyBERT
AdaptKeyBERT extended keyphrase extraction with zero-shot and few-shot semi-supervised domain adaptation
fewshot-learning keybert keyword-extraction nlp zeroshot-learning
Language:Jupyter Notebook 21
steb6 / ISBFSAR
Interactive Skeleton Based Few Shot Action Recognition
pose-estimation few-shot-learning few-shot few-shot-classifcation fewshot-learning human-pose-estimation human-activity-recognition gaze-estimation open-set open-set-classification open-set-recognition python pytorch
Language:Python 14
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
cvpr2020 fewshot-learning python3 wacv2020
Language:Python 14
graphprojects / MetaHG
Source code of NeurIPS 2021 paper “Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media”
graphlearning fewshot-learning self-supervised-learning graphrepresentationlearning
Language:Python 10
titania7777 / UCF101FewShot
Testing code for few-shot action recognition
action-recognition fewshot-learning pytorch sample-code ucf101 video-fewshot-learning
Language:Python 10
MingtaoGuo / few-shot-neural-talking-head-tensorflow
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models TensorFlow
fewshot-learning gan headtalking tensorflow
Language:Python 6
XoriieInpottn / maml-pytorch
MAML implementation in PyTorch.
maml metalearning fewshot-learning miniimagenet pytorch-implementation
Language:Python 4
jiajingchen113322 / 3DG2D
The code of WACV2024 Paper: 3DG2D
fewshot-learning wacv2024
Language:Python 3
Rojan119 / ACDFSL-Future-Wisdom
ACDFSL for Hyperspectral Image Classification
domainadaptation fewshot-learning 3dcnn attention-mechanism hsi-classification
Language:Python 3
XoriieInpottn / pfenet-pytorch
A PyTorch implementation of paper "PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation".
fewshot-image-segmentation fewshot-learning image-segmentation metric-learning pascal-voc pfenet pytorch-implementation
Language:Python 3
EnumerateLearning / CFSL-for-SIC
Code for Continual Few-Shot Learning for the submission to the Nagasaki Internship program
classification continual-learning fewshot-learning segmentation
Language:Python 1
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
deep-learning fewshot-learning graph-neural-networks question-answering research-paper stack-exchange text-classification text-mining
Language:Jupyter Notebook 1
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
dependency-parsing eurlex european-union fewshot-learning law legislation machine-learning nlp rule-based sentence-classification spacy text-analysis text-classification zero-shot-classification
Language:Python 1
svjack / NLP-demos-with-translate
some NLP demos that corpus are translate from English
classification demo fewshot-learning nlp paddlepaddle sentence-transformers transformer translation
Language:Python 1
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 fewshot-learning medical-image-processing multitask-learning
Language:Jupyter Notebook 0
nadavmisgav / whirl_beetle_segmentation
Video segmentation of a whirl beetle and the ripples it creates.
ai segmentation video-segmentation fewshot-learning
Language:Python

fewshot-learning

alibaba / EasyNLP

concavegit / kfda

arjish / PreTrainedFullLibrary_FewShot

SoongE / siamese-one-shot-pytorch

ahirsharan / MTL-Segmentation

AmanPriyanshu / AdaptKeyBERT

steb6 / ISBFSAR

wangs311 / papersFromOpenaccess

graphprojects / MetaHG

titania7777 / UCF101FewShot

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

XoriieInpottn / maml-pytorch

jiajingchen113322 / 3DG2D

Rojan119 / ACDFSL-Future-Wisdom

XoriieInpottn / pfenet-pytorch

EnumerateLearning / CFSL-for-SIC

habedi / GNNforUnresolvedQuestions

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

svjack / NLP-demos-with-translate

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

nadavmisgav / whirl_beetle_segmentation