《遥感学报》执行主编、中国科学院空天信息创新研究院张兵研究员团队在人工智能国际顶刊IEEE TPAMI (IF: 23.6) 发表文章“SpectralGPT: Spectral Remote Sensing Foundation Model”,提出高光谱遥感大模型SpectralGPT,这是国际上首个专门为高光谱遥感数据设...
《遥感学报》执行主编、中国科学院空天信息创新研究院张兵研究员团队在人工智能国际顶刊IEEE TPAMI (IF: 23.6) 发表文章“SpectralGPT: Spectral Remote Sensing Foundation Model”,提出高光谱遥感大模型SpectralGPT,这是国际上首个专门为高光谱遥感数据设计的大模型,模型参数超过6亿,是目前遥感领域中最大的光谱成像...
论文题目:SpectralGPT: Spectral Foundation Model 论文网址:arxiv.org/pdf/2311.0711 摘要 首次创建了一种通用的RS基础模型,命名为SpectralGPT,专门用于处理遥感图像,采用了一种新颖的3D Generative Pretrained Transformer(GPT)。与现有的基础模型相比,SpectralGPT具有以下特点: 以渐进式培训方式适应具有不同大小、分辨率...
This is the official repository for the paper "SpectralGPT: Spectral Remote Sensing Foundation Model". **IEEE TPAMI: (https://ieeexplore.ieee.org/document/10490262) Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Ant...
(most recent call last): File "/teamspace/studios/this_studio/ieee_tpami_spectralgpt/main_finetune.py", line 455, in <module> main(args) File "/teamspace/studios/this_studio/ieee_tpami_spectralgpt/main_finetune.py", line 293, in main if k in checkpoint_model and checkpoint_model[k]....
GPT-simulation For the simulations we reproduced the solenoids in “General Particle Tracer” in a simplified way, by modelling 112 current loops with distances according to the actual manufactured solenoid. TheB-field is computed by GPT via the input current specified by the user. The proton sou...
To gauge whether chatbots could be used to reliably search the literature, the absorption and fluorescence spectra and quantitative parameters ( ε and Φ f ) for 16 popular dyes and fluorophores were sought using ChatGPT 3.5, ChatGPT 4o, Microsoft Copilot, Google Gemini, Gemini advanced, and...
During the preparation of this work, the authors used ChatGPT to improve language and readability, with caution. After using this tool/service, the authors reviewed and edited the content as needed and take full responsibility for the content of the published article. Declaration of competing inter...
During the preparation of this manuscript, the author used ChatGPT-o1 for the purposes of improving syntax and grammar checking. The author has reviewed and edited the output and take full responsibility for the content of this publication. Conflicts of Interest The author declares no conflicts of...
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