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Multi-modal large language models (MLLMs) have demonstrated remarkable success in vision and visual-language tasks within the natural image domain.
Bag-of-visual-words and spatial extensions for land-use classification
Yi Yang and Shawn Newsam · 2010
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Satellite image classification via two-layer sparse coding with biased image representation
Dengxin Dai and Wen Yang · 2010
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Object detection in optical remote sensing images based on weakly supervised learning and high-level feature learning
Junwei Han, Dingwen Zhang, Gong Cheng, Lei Guo, and Jinchang Ren · 2014
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An introduction to convolutional neural networks
Keiron O’Shea and Ryan Nash · 2015
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Microsoft coco captions: Data collection and evaluation server
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Qin Zou, Lihao Ni, Tong Zhang, and Qian Wang · 2015
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Orientation robust object detection in aerial images using deep convolutional neural network
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Deep semantic understanding of high resolution remote sensing image
Bo Qu, Xuelong Li, Dacheng Tao, and Xiaoqiang Lu · 2016
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Answer-type prediction for visual question answering
Kushal Kafle and Christopher Kanan · 2016
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Deep learning in remote sensing: A comprehensive review and list of resources
Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, and Friedrich Fraundorfer · 2017
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Exploring models and data for remote sensing image caption generation
Xiaoqiang Lu, Binqiang Wang, Xiangtao Zheng, and Xuelong Li · 2017
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Aid: A benchmark data set for performance evaluation of aerial scene classification
Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang, and Xiaoqiang Lu · 2017
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Remote sensing image scene classification: Benchmark and state of the art
Gong Cheng, Junwei Han, and Xiaoqiang Lu · 2017
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Rotation-insensitive and context-augmented object detection in remote sensing images
Ke Li, Gong Cheng, Shuhui Bu, and Xiong You · 2017
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Accurate object localization in remote sensing images based on convolutional neural networks
Yang Long, Yiping Gong, Zhifeng Xiao, and Qing Liu · 2017
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Deep learning in remote sensing applications: A meta-analysis and review
Lei Ma, Yu Liu, Xueliang Zhang, Yuanxin Ye, Gaofei Yin, and Brian Alan Johnson · 2019
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Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification
Patrick Helber, Benjamin Bischke, Andreas Dengel, and Damian Borth · 2019
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Hierarchical and robust convolutional neural network for very high-resolution remote sensing object detection
Yuanlin Zhang, Yuan Yuan, Yachuang Feng, and Xiaoqiang Lu · 2019
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Air-sarship-1.0: High-resolution sar ship detection dataset
SUN Xian, WANG Zhirui, SUN Yuanrui, DIAO Wenhui, ZHANG Yue, and FU Kun · 2019
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isaid: A large-scale dataset for instance segmentation in aerial images
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, and Xiang Bai · 2019
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A public dataset for ship classification in remote sensing images
Yanghua Di, Zhiguo Jiang, Haopeng Zhang, and Gang Meng · 2019
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Semantic descriptions of high-resolution remote sensing images
Binqiang Wang, Xiaoqiang Lu, Xiangtao Zheng, and Xuelong Li · 2019
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Description generation for remote sensing images using attribute attention mechanism
Xiangrong Zhang, Xin Wang, Xu Tang, Huiyu Zhou, and Chen Li · 2019
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Ok-vqa: A visual question answering benchmark requiring external knowledge
Kenneth Marino, Mohammad Rastegari, Ali Farhadi, and Roozbeh Mottaghi · 2019
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Zero-shot grounding of objects from natural language queries
Arka Sadhu, Kan Chen, and Ram Nevatia · 2019
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A fast and accurate one-stage approach to visual grounding
Zhengyuan Yang, Boqing Gong, Liwei Wang, Wenbing Huang, Dong Yu, and Jiebo Luo · 2019
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Clrs: Continual learning benchmark for remote sensing image scene classification
Haifeng Li, Hao Jiang, Xin Gu, Jian Peng, Wenbo Li, Liang Hong, and Chao Tao · 2020
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Rsvqa: Visual question answering for remote sensing data
Sylvain Lobry, Diego Marcos, Jesse Murray, and Devis Tuia · 2020
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Hrsid: A high-resolution sar images dataset for ship detection and instance segmentation
Shunjun Wei, Xiangfeng Zeng, Qizhe Qu, Mou Wang, Hao Su, and Jun Shi · 2020
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An image is worth 16x16 words: Transformers for image recognition at scale
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oceanic-ship
Center for Optics Research and Engineering of Shandong University · 2020
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Improving one-stage visual grounding by recursive sub-query construction
Zhengyuan Yang, Tianlang Chen, Liwei Wang, and Jiebo Luo · 2020
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Nasc-tg2: Natural scene classification with tiangong-2 remotely sensed imagery
Zhuang Zhou, Shengyang Li, Wei Wu, Weilong Guo, Xuan Li, Guisong Xia, and Zifei Zhao · 2021
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Mutual attention inception network for remote sensing visual question answering
Xiangtao Zheng, Binqiang Wang, Xingqian Du, and Xiaoqiang Lu · 2021
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Floodnet: A high resolution aerial imagery dataset for post flood scene understanding
Maryam Rahnemoonfar, Tashnim Chowdhury, Argho Sarkar, Debvrat Varshney, Masoud Yari, and Robin Roberson Murphy · 2021
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Object detection in aerial images: A large-scale benchmark and challenges
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Yang, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, and Liangpei Zhang · 2021
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Sar ship detection dataset (ssdd): Official release and comprehensive data analysis
Tianwen Zhang, Xiaoling Zhang, Jianwei Li, Xiaowo Xu, Baoyou Wang, Xu Zhan, Yanqin Xu, Xiao Ke, Tianjiao Zeng, Hao Su, et al · 2021
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Loveda: A remote sensing land-cover dataset for domain adaptive semantic segmentation
Junjue Wang, Zhuo Zheng, Ailong Ma, Xiaoyan Lu, and Yanfei Zhong · 2021
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Laion-400m: Open dataset of clip-filtered 400 million image-text pairs
Christoph Schuhmann, Richard Vencu, Romain Beaumont, Robert Kaczmarczyk, Clayton Mullis, Aarush Katta, Theo Coombes, Jenia Jitsev, and Aran Komatsuzaki · 2021
Shape-adaptive selection and measurement for oriented object detection
Liping Hou, Ke Lu, Jian Xue, and Yuqiu Li · 2022
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Junnan Li, Dongxu Li, Silvio Savarese, and Steven Hoi · 2023
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Haotian Liu, Chunyuan Li, Qingyang Wu, and Yong Jae Lee · 2023
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Mmicl: Empowering vision-language model with multi-modal in-context learning
Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, and Baobao Chang · 2023
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Minigpt-4: Enhancing vision-language understanding with advanced large language models
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A public dataset for fine-grained ship classification in optical remote sensing images
Yanghua Di, Zhiguo Jiang, and Haopeng Zhang · 2021
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Detection and tracking meet drones challenge
Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Heng Fan, Qinghua Hu, and Haibin Ling · 2021
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Sea-shipping
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Openclip, July 2021
Gabriel Ilharco, Mitchell Wortsman, Ross Wightman, Cade Gordon, Nicholas Carlini, Rohan Taori, Achal Dave, Vaishaal Shankar, Hongseok Namkoong, John Miller, Hannaneh Hajishirzi, Ali Farhadi, and Ludwig Schmidt · 2021
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Deyao Zhu, Jun Chen, Xiaoqian Shen, Xiang Li, and Mohamed Elhoseiny · 2023
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Rsgpt: A remote sensing vision language model and benchmark
Yuan Hu, Jianlong Yuan, Congcong Wen, Xiaonan Lu, and Xiang Li · 2023
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Geochat: Grounded large vision-language model for remote sensing, 2023
Kartik Kuckreja, Muhammad Sohail Danish, Muzammal Naseer, Abhijit Das, Salman Khan, and Fahad Shahbaz Khan · 2023
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Multi-step question-driven visual question answering for remote sensing
Meimei Zhang, Fang Chen, and Bin Li · 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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Gpt-4 technical report, 2023
OpenAI · 2023
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Llama-adapter: Efficient fine-tuning of language models with zero-init attention
Renrui Zhang, Jiaming Han, Aojun Zhou, Xiangfei Hu, Shilin Yan, Pan Lu, Hongsheng Li, Peng Gao, and Yu Qiao · 2023
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Baolin Peng, Chunyuan Li, Pengcheng He, Michel Galley, and Jianfeng Gao · 2023
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Language is not all you need: Aligning perception with language models
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Qiang Liu, et al · 2023
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Llama-adapter v2: Parameter-efficient visual instruction model
Peng Gao, Jiaming Han, Renrui Zhang, Ziyi Lin, Shijie Geng, Aojun Zhou, Wei Zhang, Pan Lu, Conghui He, Xiangyu Yue, et al · 2023
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mplug-owl: Modularization empowers large language models with multimodality
Qinghao Ye, Haiyang Xu, Guohai Xu, Jiabo Ye, Ming Yan, Yiyang Zhou, Junyang Wang, Anwen Hu, Pengcheng Shi, Yaya Shi, et al · 2023
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Macaw-llm: Multi-modal language modeling with image, audio, video, and text integration
Chenyang Lyu, Minghao Wu, Longyue Wang, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, and Zhaopeng Tu · 2023
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Codi-2: In-context, interleaved, and interactive any-to-any generation
Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, and Mohit Bansal · 2023
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Pointllm: Empowering large language models to understand point clouds
Runsen Xu, Xiaolong Wang, Tai Wang, Yilun Chen, Jiangmiao Pang, and Dahua Lin · 2023
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Ziyu Guo, Renrui Zhang, Xiangyang Zhu, Yiwen Tang, Xianzheng Ma, Jiaming Han, Kexin Chen, Peng Gao, Xianzhi Li, Hongsheng Li, et al · 2023
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3d-llm: Injecting the 3d world into large language models
Yining Hong, Haoyu Zhen, Peihao Chen, Shuhong Zheng, Yilun Du, Zhenfang Chen, and Chuang Gan · 2023
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Lidar-llm: Exploring the potential of large language models for 3d lidar understanding
Senqiao Yang, Jiaming Liu, Ray Zhang, Mingjie Pan, Zoey Guo, Xiaoqi Li, Zehui Chen, Peng Gao, Yandong Guo, and Shanghang Zhang · 2023
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Remoteclip: A vision language foundation model for remote sensing
Fan Liu, Delong Chen, Zhangqingyun Guan, Xiaocong Zhou, Jiale Zhu, and Jun Zhou · 2023
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Instructblip: Towards general-purpose vision-language models with instruction tuning, 2023
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Llama: Open and efficient foundation language models
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Hit-uav: A high-altitude infrared thermal dataset for unmanned aerial vehicle-based object detection
Jiashun Suo, Tianyi Wang, Xingzhou Zhang, Haiyang Chen, Wei Zhou, and Weisong Shi · 2023
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Dinov2: Learning robust visual features without supervision, 2023
Maxime Oquab, Timothée Darcet, Theo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Russell Howes, Po-Yao Huang, Hu Xu, Vasu Sharma, Shang-Wen Li, Wojciech Galuba, Mike Rabbat, Mido Assran, Nicolas Ballas, Gabriel Synnaeve, Ishan Misra, Herve Jegou, Julien Mairal, Patrick Labatut, Armand Joulin, and Piotr Bojanowski · 2023
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Remote-sensing scene classification via multistage self-guided separation network
Junjie Wang, Wei Li, Mengmeng Zhang, Ran Tao, and Jocelyn Chanussot · 2023
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Qwen-vl: A frontier large vision-language model with versatile abilities
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Minigpt-v2: large language model as a unified interface for vision-language multi-task learning
Jun Chen, Deyao Zhu, Xiaoqian Shen, Xiang Li, Zechun Liu, Pengchuan Zhang, Raghuraman Krishnamoorthi, Vikas Chandra, Yunyang Xiong, and Mohamed Elhoseiny · 2023
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Grounding dino: Marrying dino with grounded pre-training for open-set object detection
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Lenna: Language enhanced reasoning detection assistant, 2023
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Autort: Embodied foundation models for large scale orchestration of robotic agents
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