Repositories tagged with "few-shot"
transferlearning
jindongwang
โTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-่ฟ็งปๅญฆไน โ
DeepKE
zjunlp
โ[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Constructionโ
learn2learn
learnables
โA PyTorch Library for Meta-learning Researchโ
awesome-diffusion-categorized
wangkai930418
โcollection of diffusion model papers categorized by their subareasโ
custom-diffusion
adobe-research
โCustom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)โ
FSL-Mate
tata1661
โFSL-Mate: A collection of resources for few-shot learning (FSL).โ
prototypical-networks
jakesnell
โCode for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"โ
UniTS
mims-harvard
โA unified multi-task time series model.โ
MetaOptNet
kjunelee
โMeta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)โ
mini-imagenet-tools
yaoyao-liu
โTools for generating mini-ImageNet dataset and processing batchesโ
FEAT
Sha-Lab
โThe code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"โ
zshot
IBM
โZero and Few shot named entity & relationships recognitionโ
bigdetection
amazon-science
โBigDetection: A Large-scale Benchmark for Improved Object Detector Pre-trainingโ
Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning
SNBQT
โThis is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learningโ
FewX
fanq15
โFewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.โ
transfer-learning-fault-diagnosis-pytorch
Xiaohan-Chen
โA transfer learning fault diagnosis repository covering popular algorithmsโ
PFENet
JIA-Lab-research
โPFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).โ
VAND-APRIL-GAN
ByChelsea
โ[CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot ADโ
