This repo is built for the paper: Review of Zero-Shot Remote Sensing Image Scene Classification paper
If it is helpful for your work, please cite this paper:
@ARTICLE{10552052,
author={Tan, Xiaomeng and Xi, Bobo and Li, Jiaojiao and Zheng, Tie and Li, Yunsong and Xue, Changbin and Chanussot, Jocelyn},
journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
title={Review of Zero-Shot Remote Sensing Image Scene Classification},
year={2024},
volume={},
number={},
pages={1-16},
keywords={Semantics;Training;Remote sensing;Image recognition;Task analysis;Scene classification;Aerospace electronics;Multimodal learning;remote sensing image scene classification;zero-shot learning},
doi={10.1109/JSTARS.2024.3410995}}
The paradigm of ZSRSSC is below:
- ZSL papers
- TODO : collect more related papers. Contributions are welcome.
Learning to detect unseen object classes by between-class attribute transfer pdf
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Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths(CVPR2017) pdf
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Learning to Compare: Relation Network for Few-Shot Learning(CVPR2018) pdf
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Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders(CVPR2019) pdf
Generative Dual Adversarial Network for Generalized Zero-Shot Learning(CVPR2019) pdf
Creativity Inspired Zero-Shot Learning(ICCV2019) pdf
Zero-Shot Learning With Attentive Region Embedding and Enhanced Semantics pdf
Learning to Prompt for Vision-Language Models pdf
Conditional Prompt Learning for Vision-Language Models(CVPR2022) pdf
Robust Fine-Tuning of Zero-Shot Models(CVPR2022) pdf
Combined scaling for zero-shot transfer learning pdf
Zero-Shot Scene Classification for High Spatial Resolution Remote Sensing Images pdf
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Robust deep alignment network with remote sensing knowledge graph for zero-shot and generalized zero-shot remote sensing image scene classification pdf
Learning Deep Cross-Modal Embedding Networks for Zero-Shot Remote Sensing Image Scene Classification pdf
Deep Semantic-Visual Alignment for zero-shot remote sensing image scene classification pdf
Vision-Language Models for Zero-Shot Classification of Remote Sensing Images pdf
Mining Contrastive Relations Between Cross-Modal Features for Zero-Shot Remote Sensing Image Scene Classification pdf
Zero-Shot Remote Sensing Scene Classification Method Based on Local-Global Feature Fusion and Weight Mapping Loss pdf
Self-supervised embedding for generalized zero-shot learning in remote sensing scene classification pdf