Fetching the paper…
Reading the bibliography…
Remote sensing change detection aims to perceive changes occurring on the Earth's surface from remote sensing data in different periods, and feed these changes back to humans.
Exploring models and data for image question answering
Mengye Ren, Ryan Kiros, and Richard Zemel · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
” why should i trust you?” explaining the predictions of any classifier
Marco Tulio Ribeiro, Sameer Singh, and Carlos Guestrin · 2016
Earlier work this paper cites.
Visual7w: Grounded question answering in images
Yuke Zhu, Oliver Groth, Michael Bernstein, and Li Fei-Fei · 2016
Earlier work this paper cites.
Vqs: Linking segmentations to questions and answers for supervised attention in vqa and question-focused semantic segmentation
Chuang Gan, Yandong Li, Haoxiang Li, Chen Sun, and Boqing Gong · 2017
Earlier work this paper cites.
Making the v in vqa matter: Elevating the role of image understanding in visual question answering
Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, and Devi Parikh · 2017
Earlier work this paper cites.
Clevr: A diagnostic dataset for compositional language and elementary visual reasoning
Justin Johnson, Bharath Hariharan, Laurens Van Der Maaten, Li Fei-Fei, C Lawrence Zitnick, and Ross Girshick · 2017
Earlier work this paper cites.
Visual genome: Connecting language and vision using crowdsourced dense image annotations
Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A Shamma, et al · 2017
Earlier work this paper cites.
Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
Earlier work this paper cites.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2017
Earlier work this paper cites.
Grad-cam: Visual explanations from deep networks via gradient-based localization
Ramprasaath R Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra · 2017
Earlier work this paper cites.
Vizwiz grand challenge: Answering visual questions from blind people
Danna Gurari, Qing Li, Abigale J Stangl, Anhong Guo, Chi Lin, Kristen Grauman, Jiebo Luo, and Jeffrey P Bigham · 2018
Earlier work this paper cites.
Gqa: A new dataset for real-world visual reasoning and compositional question answering
Drew A Hudson and Christopher D Manning · 2019
Earlier work this paper cites.
Tvqa+: Spatio-temporal grounding for video question answering
Jie Lei, Licheng Yu, Tamara L Berg, and Mohit Bansal · 2019
Earlier work this paper cites.
A spatial-temporal attention-based method and a new dataset for remote sensing image change detection
Hao Chen and Zhenwei Shi · 2020
Cited alongside, same era.
An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2020
Cited alongside, same era.
Rsvqa: Visual question answering for remote sensing data
Sylvain Lobry, Diego Marcos, Jesse Murray, and Devis Tuia · 2020
Cited alongside, same era.
Hi-ucd: A large-scale dataset for urban semantic change detection in remote sensing imagery
Shiqi Tian, Ailong Ma, Zhuo Zheng, and Yanfei Zhong · 2020
Cited alongside, same era.
Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
Transvg++: End-to-end visual grounding with language conditioned vision transformer
Jiajun Deng, Zhengyuan Yang, Daqing Liu, Tianlang Chen, Wengang Zhou, Yanyong Zhang, Houqiang Li, and Wanli Ouyang · 2023
Later among the works it cites.
Segment anything
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C Berg, Wan-Yen Lo, et al · 2023
Later among the works it cites.
Self-pair: Synthesizing changes from single source for object change detection in remote sensing imagery
Minseok Seo, Hakjin Lee, Yongjin Jeon, and Junghoon Seo · 2023
Later among the works it cites.
Contrastive grouping with transformer for referring image segmentation
Jiajin Tang, Ge Zheng, Cheng Shi, and Sibei Yang · 2023
Later among the works it cites.
Fully convolutional change detection framework with generative adversarial network for unsupervised, weakly supervised and regional supervised change detection
Chen Wu, Bo Du, and Liangpei Zhang · 2023
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Found a reason for me? weakly-supervised grounded visual question answering using capsules
Aisha Urooj, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo, and Mubarak Shah · 2021
Cited alongside, same era.
Asymmetric siamese networks for semantic change detection in aerial images
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, and Liangpei Zhang · 2021
Cited alongside, same era.
Change is everywhere: Single-temporal supervised object change detection in remote sensing imagery
Zhuo Zheng, Ailong Ma, Liangpei Zhang, and Yanfei Zhong · 2021
Cited alongside, same era.
Dynamicearthnet: Daily multi-spectral satellite dataset for semantic change segmentation
Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero, Jingliang Hu, Ariadna Pregel Hoderlein, Çağlar Şenaras, Timothy Davis, Daniel Cremers, et al · 2022
Cited alongside, same era.
Cris: Clip-driven referring image segmentation
Zhaoqing Wang, Yu Lu, Qiang Li, Xunqiang Tao, Yandong Guo, Mingming Gong, and Tongliang Liu · 2022
Cited alongside, same era.
Shifting more attention to visual backbone: Query-modulated refinement networks for end-to-end visual grounding
Jiabo Ye, Junfeng Tian, Ming Yan, Xiaoshan Yang, Xuwu Wang, Ji Zhang, Liang He, and Xin Lin · 2022
Cited alongside, same era.
Change detection meets visual question answering
Zhenghang Yuan, Lichao Mou, Zhitong Xiong, and Xiao Xiang Zhu · 2022
Cited alongside, same era.
Bridging vision and language encoders: Parameter-efficient tuning for referring image segmentation
Zunnan Xu, Zhihong Chen, Yong Zhang, Yibing Song, Xiang Wan, and Guanbin Li · 2023
Later among the works it cites.
Scalable multi-temporal remote sensing change data generation via simulating stochastic change process
Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, and Yanfei Zhong · 2023
Later among the works it cites.
Joint spatio-temporal modeling for semantic change detection in remote sensing images
Lei Ding, Jing Zhang, Haitao Guo, Kai Zhang, Bing Liu, and Lorenzo Bruzzone · 2024
Closest in time.
Changeclip: Remote sensing change detection with multimodal vision-language representation learning
Sijun Dong, Libo Wang, Bo Du, and Xiaoliang Meng · 2024
Closest in time.
Omnimedvqa: A new large-scale comprehensive evaluation benchmark for medical lvlm
Yutao Hu, Tianbin Li, Quanfeng Lu, Wenqi Shao, Junjun He, Yu Qiao, and Ping Luo · 2024
Closest in time.
Language-guided progressive attention for visual grounding in remote sensing images
Ke Li, Di Wang, Haojie Xu, Haodi Zhong, and Cong Wang · 2024
Closest in time.
Rotated multi-scale interaction network for referring remote sensing image segmentation
Sihan Liu, Yiwei Ma, Xiaoqing Zhang, Haowei Wang, Jiayi Ji, Xiaoshuai Sun, and Rongrong Ji · 2024
Closest in time.
Robust visual question answering: Datasets, methods, and future challenges
Jie Ma, Pinghui Wang, Dechen Kong, Zewei Wang, Jun Liu, Hongbin Pei, and Junzhou Zhao · 2024
Closest in time.