论文名称: Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities Link: https://arxiv.org/abs/2403.15356 Published in: Arxiv 2024 Type: Other 备注: 将各种数据模态自适应地集...
论文名称: Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models 模型架构: Agent Model Details: gpt-3.5-turbo/gpt-4 Link: https://arxiv.org/abs/2401.09083 Code/Proje...
论文名称: DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops Link: https://arxiv.org/pdf/2303.06670 Published in: Arxiv 2023 Type: Pretrain ...
论文名称: Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Link: https://arxiv.org/abs/2212.14532 Published in: ICCV 2023 Type: Pretrain Code/Pro...
论文名称: 遥感基础模型发展综述与未来设想 Published in: 遥感学报 2023 Type: Other 备注: 数据、方法和应用 Short Summary: 对比学习、生成式学习；图像，时间序列
论文名称: Multi-source interactive stair attention for remote sensing image captioning Task: Image Caption Link: https://www.mdpi.com/2072-4292/15/3/579 Code/Project: - Published in: RS 2023
论文名称: Multi Modal Multi Objective Contrastive Learning for Sentinel 1-2 Imagery Link: https://openaccess.thecvf.com/content/CVPR2023W/EarthVision/html/Prexl_Multi-Modal_Multi-Objective_Contras...
论文名称: FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation models Link: https://arxiv.org/abs/2312.10114 Published in: Arxiv 2023 ...
论文名称: Language-aware domain generalization network for cross-scene hyperspectral image classification 模型架构: VLM Visual Encoder: CNN Text Encoder: Transformer Model Details: Vision Encode...
论文名称: EarthPT: a foundation model for Earth Observation Link: https://arxiv.org/abs/2309.07207 Published in: NeurIPS CCAI workshop 2023 Type: Pretrain Code/Project: https://github.com/as...