Remote Sensing Image Scene Classification: Benchmark and State of the Art

1 March 2017

Junwei Han

Papers citing "Remote Sensing Image Scene Classification: Benchmark and State of the Art"

50 / 542 papers shown

Title
GeoChat: Grounded Large Vision-Language Model for Remote Sensing Kartik Kuckreja M. S. Danish Muzammal Naseer Abhijit Das Salman Khan Fahad Shahbaz Khan 110 158 0 24 Nov 2023
PanBench: Towards High-Resolution and High-Performance Pansharpening Shiying Wang Xuechao Zou Kai Li Junliang Xing Pin Tao 100 1 0 20 Nov 2023
Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning Yan Li Weiwei Guo Xue Yang Ning Liao Dunyun He Jiaqi Zhou Wenxian Yu ObjD VLM 89 10 0 20 Nov 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone Zeyinzi Jiang Chaojie Mao Ziyuan Huang Ao Ma Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 95 16 0 30 Oct 2023
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Jiang He Xianyu Jin Liangpei Zhang DiffM 94 129 0 30 Oct 2023
There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation Michael Schmitt S. A. Ahmadi Yonghao Xu G. Taşkın Ujjwal Verma F. Sica Ronny Hansch 87 27 0 30 Oct 2023
TiC-CLIP: Continual Training of CLIP Models Saurabh Garg Mehrdad Farajtabar Hadi Pouransari Raviteja Vemulapalli Sachin Mehta Oncel Tuzel Vaishaal Shankar Fartash Faghri VLM CLIP 127 31 0 24 Oct 2023
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages G. O. D. Santos Diego A. B. Moreira Alef Iury Ferreira Jhessica Silva Luiz Pereira ... H. Maia Nádia Da Silva Esther Colombini Hélio Pedrini Sandra Avila VLM CLIP 83 5 0 20 Oct 2023
Model Merging by Uncertainty-Based Gradient Matching Nico Daheim Thomas Möllenhoff Edoardo Ponti Iryna Gurevych Mohammad Emtiyaz Khan MoMe FedML 117 53 0 19 Oct 2023
VeRA: Vector-based Random Matrix Adaptation D. J. Kopiczko Tijmen Blankevoort Yuki Markus Asano VLM 89 165 0 17 Oct 2023
AutoVP: An Automated Visual Prompting Framework and Benchmark Hsi-Ai Tsao Lei Hsiung Pin-Yu Chen Sijia Liu Tsung-Yi Ho VLM 97 22 0 12 Oct 2023
VeCLIP: Improving CLIP Training via Visual-enriched Captions Zhengfeng Lai Haotian Zhang Bowen Zhang Wentao Wu Haoping Bai ... Zhe Gan Jiulong Shan Chen-Nee Chuah Yinfei Yang Meng Cao CLIP VLM 140 31 0 11 Oct 2023
Parameter Efficient Multi-task Model Fusion with Partial Linearization Anke Tang Li Shen Yong Luo Yibing Zhan Han Hu Bo Du Yixin Chen Dacheng Tao MoMe 131 36 0 07 Oct 2023
Investigating the Limitation of CLIP Models: The Worst-Performing Categories Jiejing Shao Jiang-Xin Shi Xiao-Wen Yang Lan-Zhe Guo Yu-Feng Li VLM 104 13 0 05 Oct 2023
Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models Zihao Lin Yan Sun Yifan Shi Xueqian Wang Lifu Huang Li Shen Dacheng Tao 98 12 0 04 Oct 2023
AdaMerging: Adaptive Model Merging for Multi-Task Learning Enneng Yang Zhenyi Wang Li Shen Shiwei Liu Guibing Guo Xingwei Wang Dacheng Tao MoMe 132 125 0 04 Oct 2023
BYOM: Building Your Own Multi-Task Model For Free Weisen Jiang Baijiong Lin Han Shi Yu Zhang Zhenguo Li James T. Kwok MoMe 91 6 0 03 Oct 2023
Domain-Controlled Prompt Learning Qinglong Cao Zhengqin Xu Yuantian Chen Chao Ma Xiaokang Yang VLM 100 19 0 30 Sep 2023
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks Hao Chen Jindong Wang Ankit Shah Ran Tao Jianguo Huang Berfin cSimcsek Masashi Sugiyama Bhiksha Raj 122 32 0 29 Sep 2023
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding Mingming Zhang Qingjie Liu Yunhong Wang 107 6 0 28 Sep 2023
Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs Georgia Kourmouli Nikos Kostagiolas Yannis Panagakis M. Nicolaou GAN 69 1 0 26 Sep 2023
HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues Ankit Jha Debabrata Pal Mainak Singha Naman Agarwal Biplab Banerjee 46 0 0 23 Sep 2023
RingMo-lite: A Remote Sensing Multi-task Lightweight Network with CNN-Transformer Hybrid Framework Yuelei Wang Ting Zhang Liangjin Zhao Lin Hu Zhechao Wang ... Kaiqiang Chen Xuan Zeng Zhirui Wang Hongqi Wang Xian Sun 107 5 0 16 Sep 2023
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels Henry Hengyuan Zhao Pichao Wang Yuyang Zhao Hao Luo F. Wang Mike Zheng Shou ViT 129 14 0 15 Sep 2023
Hydra: Multi-head Low-rank Adaptation for Parameter Efficient Fine-tuning Sanghyeon Kim Hyunmo Yang Younghyun Kim Youngjoon Hong Eunbyung Park AI4CE 78 18 0 13 Sep 2023
Efficient Curriculum based Continual Learning with Informative Subset Selection for Remote Sensing Scene Classification Divakar Bhat Biplab Banerjee S. Chaudhuri A. Bhattacharya CLL 70 1 0 03 Sep 2023
A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification C. Sitaula Jagannath Aryal A. Bhattacharya 39 3 0 27 Aug 2023
Fine-tuning can cripple your foundation model; preserving features may be the solution Jishnu Mukhoti Y. Gal Philip Torr P. Dokania CLL 140 47 0 25 Aug 2023
Ground-to-Aerial Person Search: Benchmark Dataset and Approach Shizhou Zhang Qin Yang De Cheng Yinghui Xing Guoqiang Liang Peng Wang Yanning Zhang 83 6 0 24 Aug 2023
ALIP: Adaptive Language-Image Pre-training with Synthetic Caption Kaicheng Yang Jiankang Deng Xiang An Jiawei Li Ziyong Feng Jia Guo Jing Yang Tongliang Liu VLM CLIP 100 53 0 16 Aug 2023
ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation Xuefeng Hu Ke Zhang Lu Xia Albert Y. C. Chen Jiajia Luo ... Nan Qiao Xiao Zeng Min Sun Cheng-Hao Kuo Ram Nevatia VLM 53 27 0 04 Aug 2023
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy Shibo Jie Haoqing Wang Zhiwei Deng 76 34 0 31 Jul 2023
Benchmarking and Analyzing Generative Data for Visual Recognition Yue Liu Haotian Liu Liangyu Chen Yong Jae Lee Cuiping Li Ziwei Liu EGVM VLM 59 4 0 25 Jul 2023
Does color modalities affect handwriting recognition? An empirical study on Persian handwritings using convolutional neural networks A. Zohrevand Z. Imani J. Sadri C. Suen 70 1 0 22 Jul 2023
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing Zilun Zhang Tiancheng Zhao Yulong Guo Yuxiang Cai DiffM VLM 180 68 0 20 Jun 2023
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing Fan Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 172 233 0 19 Jun 2023
LOVM: Language-Only Vision Model Selection O. Zohar Shih-Cheng Huang Kuan-Chieh Wang Serena Yeung MLLM 84 14 0 15 Jun 2023
Image Captioners Are Scalable Vision Learners Too Michael Tschannen Manoj Kumar Andreas Steiner Xiaohua Zhai N. Houlsby Lucas Beyer VLM CLIP 120 60 0 13 Jun 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently Yi-Kai Zhang Ting Huang Yao-Xiang Ding De-Chuan Zhan Han-Jia Ye 128 29 0 06 Jun 2023
Continual Learning with Pretrained Backbones by Tuning in the Input Space Simone Marullo Matteo Tiezzi Marco Gori S. Melacci Tinne Tuytelaars CLL 74 2 0 05 Jun 2023
TIES-Merging: Resolving Interference When Merging Models Prateek Yadav Derek Tam Leshem Choshen Colin Raffel Joey Tianyi Zhou MoMe 167 321 0 02 Jun 2023
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning Cristina Menghini Andrew T. Delworth Stephen H. Bach VLM 147 26 0 02 Jun 2023
Improving CLIP Training with Language Rewrites Lijie Fan Dilip Krishnan Phillip Isola Dina Katabi Yonglong Tian BDL VLM CLIP 128 182 0 31 May 2023
Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation J. Sun Xiaoshuang Shi Zhiyuan Weng Kaidi Xu Jikang Cheng Xiao-lan Zhu MLLM 93 2 0 28 May 2023
Three Towers: Flexible Contrastive Learning with Pretrained Image Models Jannik Kossen Mark Collier Basil Mustafa Tianlin Li Xiaohua Zhai Lucas Beyer Andreas Steiner Jesse Berent Rodolphe Jenatton Efi Kokiopoulou VLM 69 13 0 26 May 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework Iordanis Fostiropoulos Jiaye Zhu Laurent Itti MoMe CLL 64 3 0 25 May 2023
Sorted Convolutional Network for Achieving Continuous Rotational Invariance Hanlin Mo Guoying Zhao 54 0 0 23 May 2023
S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions Sangwoo Mo Minkyu Kim Kyungmin Lee Jinwoo Shin VLM CLIP 140 25 0 23 May 2023
Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters Isaac Corley Caleb Robinson Rahul Dodhia J. L. Ferres Peyman Najafirad 142 19 0 22 May 2023
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models Guillermo Ortiz-Jiménez Alessandro Favero P. Frossard MoMe 184 125 0 22 May 2023