MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining

20 March 2024

Di Wang

Jing Zhang

Minqiang Xu

Lin Liu

Bo Du

Papers citing "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

27 / 27 papers shown

Title
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 32 0 0 06 May 2025
NSegment : Noisy Segment Improves Remote Sensing Image Segmentation Yechan Kim DongHo Yoon SooYeon Kim M. Jeon 39 0 0 28 Apr 2025
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Xiaoxing Hu Ziyang Gong Y. Wang Yuru Jia Gen Luo Xue Yang 31 0 0 08 Apr 2025
OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images Ziyue Huang Yongchao Feng Shuai Yang Z. Liu Qingjie Liu Y. Wang ObjD 65 0 0 08 Mar 2025
3DGS-CD: 3D Gaussian Splatting-based Change Detection for Physical Object Rearrangement Ziqi Lu Jianbo Ye John J. Leonard 3DPC 3DGS 47 2 0 06 Nov 2024
IVGF: The Fusion-Guided Infrared and Visible General Framework Fangcen Liu Chenqiang Gao Fang Chen Pengcheng Li Junjie Guo Deyu Meng 26 0 0 02 Sep 2024
Open-CD: A Comprehensive Toolbox for Change Detection Kaiyu Li Jiawei Jiang Andrea Codegoni Chengxi Han Yupeng Deng ... Zhenwei Shi Zhi Wang Xiangyong Cao Zhi Wang Xiangyong Cao VLM 28 4 0 22 Jul 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 53 19 0 17 Jun 2024
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images Chengxi Han Chen Wu Meiqi Hu Jiepan Li Hongruixuan Chen 36 6 0 22 Apr 2024
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Chengxi Han Chen Wu Haonan Guo Meiqi Hu Jiepan Li Hongruixuan Chen 37 61 0 14 Apr 2024
Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery Mubashir Noman Muzammal Naseer Hisham Cholakkal Rao Muhammad Anwar Salman Khan Fahad Shahbaz Khan ViT 23 34 0 08 Mar 2024
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang Jing Zhang Bo Du Minqiang Xu Lin Liu Dacheng Tao L. Zhang 112 71 0 03 May 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations Gengchen Mai Ni Lao Yutong He Jiaming Song Stefano Ermon 69 53 0 01 May 2023
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Chengxi Han Chen Wu Bo Du 19 10 0 21 Feb 2023
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Colorado Reed Ritwik Gupta Shufan Li S. Brockman Christopher Funk Brian Clipp Kurt Keutzer Salvatore Candido M. Uyttendaele Trevor Darrell 110 165 0 30 Dec 2022
Changer: Feature Interaction is What You Need for Change Detection Sheng Fang Kaiyu Li Zhe Li 40 160 0 17 Sep 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 62 157 0 29 Jan 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Oriented R-CNN for Object Detection Xingxing Xie Gong Cheng Jiabao Wang Xiwen Yao Junwei Han ObjD 107 664 0 12 Aug 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images Libo Wang Rui Li Chenxi Duan Ce Zhang Xiaoliang Meng Shenghui Fang ViT 107 240 0 25 Apr 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo L. Zhang 179 378 0 24 Feb 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 103 389 0 28 Jan 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015