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Large vision-language models (VLMs) have made great achievements in Earth vision.
Federal emergency management agency, 2002
Radiological Emergency · 2002
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xbd: A dataset for assessing building damage from satellite imagery
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A massive rock and ice avalanche caused the 2021 disaster at chamoli, indian himalaya
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Instructblip: Towards general-purpose vision-language models with instruction tuning, 2023
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Rsgpt: A remote sensing vision language model and benchmark
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Visual instruction tuning
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Multi-modal learning with missing modality via shared-specific feature modelling
Hu Wang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, and Gustavo Carneiro · 2023
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Visionllm: Large language model is also an open-ended decoder for vision-centric tasks
Wenhai Wang, Zhe Chen, Xiaokang Chen, Jiannan Wu, Xizhou Zhu, Gang Zeng, Ping Luo, Tong Lu, Jie Zhou, Yu Qiao, et al · 2023
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Rsvg: Exploring data and models for visual grounding on remote sensing data
Yang Zhan, Zhitong Xiong, and Yuan Yuan · 2023
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Model card: Claude 3
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Spectralgpt: Spectral remote sensing foundation model
Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jon Atli Benediktsson, and Jocelyn Chanussot · 2024
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Teochat: A large vision-language assistant for temporal earth observation data
Jeremy Andrew Irvin, Emily Ruoyu Liu, Joyce Chuyi Chen, Ines Dormoy, Jinyoung Kim, Samar Khanna, Zhuo Zheng, and Stefano Ermon · 2024
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Ferret: Refer and ground anything anywhere at any granularity
Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, and Yinfei Yang · 2024
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Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi
Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, and Wenhu Chen · 2024
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Minigpt-4: Enhancing vision-language understanding with advanced large language models
Deyao Zhu, Jun Chen, Xiaoqian Shen, Xiang Li, and Mohamed Elhoseiny · 2024
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Zero-shot object counting with good exemplars
Huilin Zhu, Jingling Yuan, Zhengwei Yang, Yu Guo, Zheng Wang, Xian Zhong, and Shengfeng He · 2024
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Lisa: Reasoning segmentation via large language model
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Llava-onevision: Easy visual task transfer
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Llava-next-interleave: Tackling multi-image, video, and 3d in large multimodal models
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Xiang Li, Jian Ding, and Mohamed Elhoseiny · 2024
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Rotated multi-scale interaction network for referring remote sensing image segmentation
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