Qiao03

Qiao03's Stars

• HlEvag/DMCM

  The code of the proposed DMCM method will be publicly available here.

  Language:Python51

• huanliu233/MATA

  MATA for Hyperspectral Image Classification

  Language:Python3

• YuxiangZhang-BIT/IEEE_TNNLS_Gia-CFSL

  Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.

  Language:Python424

• chenhaoxing/M2L

  This repository is the code of paper "Multi-level Metric Learning for Few-shot Image Recognition".(ICANN-2022))

  Language:Python3510

• CSer-Tang-hao/BSFA-FSFG

  [TCSVT23, Highly Cited Paper] Boosting Few-shot Fine-grained Recognition with Background Suppression and Foreground Alignment

  Language:Python17

• plai-group/simple-cnaps

  Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)

  Language:Python5215

• Frankluox/Channel_Importance_FSL

  [ICML 2022] Channel Importance Matters in Few-shot Image Classification

  Language:Python559

• Yussef93/FewShotCellSegmentation

  Code of "Few-shot microscopy image cell segmentation " https://link.springer.com/chapter/10.1007/978-3-030-67670-4_9

  Language:Python216

• odegeasslbc/FastGAN-pytorch

  Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021

  Language:Python59599

• moukamisama/F2M

  Language:Python358

• icoz69/DeepEMD

  Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020

  Language:Python57582

• kaixin96/PANet

  Code for our ICCV 2019 paper PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment

  Language:Python31564

• hytseng0509/CrossDomainFewShot

  Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

  Language:Python32762

• sjliu68/MDL4OW

  S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.

  Language:Python5115

• 97aditi/CFAD

  A dimensionality reduction method tailored to high-dimension small-sample size data

  Language:Python6

• atik666/representationTransfer

  Unsupervised Representation Learning to Aid Few-Shot Transfer Learning

  Language:Python1

• fhqxa/HFKT

  Zhong Zhang，Zhiping Wu, Minjie Hu, Hong Zhao*, Knowledge transfer based hierarchical few-shot learning via tree-structured knowledge graph

  Language:Python5

• hatute/FSTL4HRDR

  Source code for "Few-Shot Transfer Learning for Hereditary Retinal Diseases Recognition" (MICCAI 2021)

  Language:Python3

• VITA-Group/DnA

  [ECCV 2022] "Improve Few-Shot Transfer Learning with Low-Rank Decompose and Align" by Ziyu Jiang, Tianlong Chen, Xuxi Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang

  Language:Python13

• ZhongjieYu/TransMatch_code

  Pytorch code for our paper TransMatch: a transfer learning scheme for semi-supervised few-shot learning

  Language:Python6

• AliBahri94/Remote-Sensing-Image-Classification-via-Improved-Cross-Entropy-Loss-and-Transfer-Learning-Strategy

  Remote Sensing Image Classification via Improved Cross-Entropy Loss and Transfer Learning Strategy Based on Deep Convolutional Neural Networks

  Language:Python279

• phikun/LAI-Inversion

  Assignment: Inverting Leaf Area Index (LAI) with MODIS data and ProSAIL model

  Language:Python154

• yanghuikang/Landsat-LAI

  Employing a data-driven approach to generate Leaf Area Index (LAI) maps from Landsat images over CONUS

  Language:Python6330

• ostojanovic/bayesian_lai

  Code repository for the paper "Bayesian hierarchical models can infer interpretable predictions of leaf area index from heterogeneous datasets"

  Language:Python2

• mjan2021/Dermoscopic-image-classification

  Repository contain code for paper titled "Class Imbalanced Dermoscopic Image Classification using Data Augmentation and GAN"

  Language:Jupyter Notebook42

• yc-cui/Extend-GAN

  [GRSL 2024] Reconstruction of Large-Scale Missing Data in Remote Sensing Images Using Extend-GAN

  Language:Python3

• MachineLP/train_arch

  cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

  Language:Python20675

• weihancug/GAN-based-HRRS-Sample-Generation-for-Image-Classification

  The GAN-based method is used to generate high-resolution remote sensing for data augmentation and image classification.

  Language:Python234