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 / 541 papers shown

Title
APLA: A Simple Adaptation Method for Vision Transformers Moein Sorkhei Emir Konuk Kevin Smith Christos Matsoukas 133 0 0 14 Mar 2025
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification with Zoom-Free Remote Sensing Imagery Yansheng Li Yuning Wu Gong Cheng Chao Tao Bo Dang ... Chuxu Zhang Yang Liu Xianfeng Tang Jiayi Ma Yongjun Zhang 93 3 0 14 Mar 2025
Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation Leonard Waldmann Ando Shah Yi Wang Nils Lehmann Adam J. Stewart Zhitong Xiong Xiao Xiang Zhu Stefan Bauer John Chuang 74 4 0 13 Mar 2025
Revisiting semi-supervised learning in the era of foundation models Ping Zhang Zheda Mai Quang-Huy Nguyen Wei-Lun Chao 104 1 0 12 Mar 2025
Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors Runxi Cheng Feng Xiong Yongxian Wei Wanyun Zhu Chun Yuan MoMe 133 1 0 11 Mar 2025
Filter Like You Test: Data-Driven Data Filtering for CLIP Pretraining Mikey Shechter Yair Carmon CLIP 93 0 0 11 Mar 2025
i-WiViG: Interpretable Window Vision GNN Ivica Obadic D. Kangin Dario Augusto Borges Oliveira Plamen Angelov Xiao Xiang Zhu 120 0 0 11 Mar 2025
LongProLIP: A Probabilistic Vision-Language Model with Long Context Text Sanghyuk Chun Sangdoo Yun VLM 103 2 0 11 Mar 2025
Task Vector Quantization for Memory-Efficient Model Merging Youngeun Kim Seunghwan Lee Aecheon Jung Bogon Ryu Sungeun Hong MQ MoMe 82 1 0 10 Mar 2025
Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform Chenyu Huang Peng Ye Xinyu Wang Shenghe Zheng Biqing Qi Lei Bai Wanli Ouyang Tao Chen 59 2 0 09 Mar 2025
Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy Wei Junhao Yu Zhe Sakuma Jun AAML MoMe 66 0 0 08 Mar 2025
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models Shengzhuang Chen Yikai Liao Xiaoxiao Sun Kede Ma Ying Wei 136 0 0 06 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing Xiang Xiang Zhuo Xu Yao Deng Qinhao Zhou Yifan Liang Ke Chen Qingfang Zheng Yaowei Wang Xilin Chen Wen Gao VLM 138 0 0 28 Feb 2025
NEAT: Nonlinear Parameter-efficient Adaptation of Pre-trained Models Yibo Zhong Haoxiang Jiang Lincan Li Ryumei Nakada Tianci Liu Linjun Zhang Huaxiu Yao Haoyu Wang 251 3 0 24 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 235 49 0 24 Feb 2025
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge Aladin Djuhera Vlad-Costin Andrei Mohsen Pourghasemian Haris Gacanin Holger Boche Walid Saad MoMe 195 0 0 24 Feb 2025
Parameter Efficient Merging for Multimodal Large Language Models with Complementary Parameter Adaptation Fanhu Zeng Haiyang Guo Fei Zhu Li Shen Hao Tang MoMe 224 4 0 24 Feb 2025
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment Chenghao Fan Zhenyi Lu Sichen Liu Xiaoye Qu Xiaoye Qu Wei Wei Yu Cheng MoE 521 1 0 24 Feb 2025
A Comprehensive Survey on Composed Image Retrieval Xuemeng Song Haoqiang Lin Haokun Wen Bohan Hou Mingzhu Xu Liqiang Nie 131 3 0 19 Feb 2025
Scalable Model Merging with Progressive Layer-wise Distillation Jing Xu Jiazheng Li J.N. Zhang MoMe FedML 327 2 0 18 Feb 2025
Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models Daiki Chijiwa Taku Hasegawa Kyosuke Nishida Kuniko Saito Susumu Takeuchi 121 0 0 18 Feb 2025
SuperMerge: An Approach For Gradient-Based Model Merging Haoyu Yang Zheng Zhang Saket Sathe MoMe 221 0 0 17 Feb 2025
Superpose Singular Features for Model Merging Haiquan Qiu You Wu Quanming Yao MoMe 171 0 0 15 Feb 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Angelos Zavras Dimitrios Michail Xiao Xiang Zhu Begüm Demir Ioannis Papoutsis VLM 193 1 0 13 Feb 2025
Do we really have to filter out random noise in pre-training data for language models? Jinghan Ru Yuxin Xie Xianwei Zhuang Yuguo Yin Zhihui Guo Zhiming Liu Qianli Ren Yuexian Zou 190 6 0 10 Feb 2025
KARST: Multi-Kernel Kronecker Adaptation with Re-Scaling Transmission for Visual Classification Yue Zhu Haiwen Diao Shang Gao Long Chen Huchuan Lu 152 0 0 10 Feb 2025
Interpretable Failure Detection with Human-Level Concepts Kien X. Nguyen Tang Li Xi Peng 127 1 0 07 Feb 2025
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning Zhekai Du Yinjie Min Jingjing Li Ke Lu Changliang Zou Liuhua Peng Tingjin Chu Mingming Gong 460 2 0 05 Feb 2025
Vision-Language Model Selection and Reuse for Downstream Adaptation Hao-Zhe Tan Zhi Zhou Lan-Zhe Guo Yu-Feng Li VLM 152 0 0 30 Jan 2025
Task Arithmetic in Trust Region: A Training-Free Model Merging Approach to Navigate Knowledge Conflicts Wenju Sun Qingyong Li Wen Wang Yangli-ao Geng Boyang Li 192 5 0 28 Jan 2025
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data Jeremy Irvin Emily Ruoyu Liu Joyce Chuyi Chen Ines Dormoy Jinyoung Kim Samar Khanna Zhuo Zheng Stefano Ermon MLLM VLM 175 12 0 28 Jan 2025
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval Weihang Zhang Jihao Li Shuoke Li Ziqing Niu Jialiang Chen Wenkai Zhang VLM 78 0 0 18 Jan 2025
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning Hanwen Zhong Jiaxin Chen Yutong Zhang Di Huang Yunhong Wang MoE 100 0 0 12 Jan 2025
Multi-Task Model Merging via Adaptive Weight Disentanglement Feng Xiong Runxi Cheng Wang Chen Zhanqiu Zhang Yiwen Guo Chun Yuan Ruifeng Xu MoMe 209 8 0 10 Jan 2025
Enhancing Scene Classification in Cloudy Image Scenarios: A Collaborative Transfer Method with Information Regulation Mechanism using Optical Cloud-Covered and SAR Remote Sensing Images Yuze Wang Rong Xiao Haifeng Li Mariana Belgiu Chao Tao 105 0 0 08 Jan 2025
Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification K. E. Khoury Maxime Zanella Benoît Gérin Tiffanie Godelaine Benoît Macq Saïd Mahmoudi Christophe De Vleeschouwer Ismail Ben Ayed VLM 137 1 0 08 Jan 2025
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic Yifei He Yuzheng Hu Yong Lin Tong Zhang Han Zhao FedML MoMe 129 25 0 08 Jan 2025
AllSpark: A Multimodal Spatio-Temporal General Intelligence Model with Ten Modalities via Language as a Reference Framework Run Shao Cheng Yang Qiujun Li Qing Zhu Yongjun Zhang ... Yu Liu Yong Tang Dapeng Liu Shizhong Yang Haifeng Li 161 4 0 08 Jan 2025
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models Hui Lin Chao Zhang Danfeng Hong Kexin Dong Congcong Wen FedML VLM 106 4 0 05 Jan 2025
Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques Lijie Tao Han Zhang Haizhao Jing Yu Liu Kelu Yao Guoting Wei Xizhe Xue 144 0 0 03 Jan 2025
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics Lukas Klein Carsten T. Lüth U. Schlegel Till J. Bungert Mennatallah El-Assady Paul F. Jäger XAI ELM 276 7 0 03 Jan 2025
Parameter-Efficient Interventions for Enhanced Model Merging Marcin Osial Daniel Marczak Bartosz Zieliñski MoMe 150 1 0 22 Dec 2024
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Mohamed Fazli Mohamed Imam Rufael Fedaku Marew Jameel Hassan Mustansar Fiaz Alham Fikri Aji Hisham Cholakkal VLM 546 1 0 28 Nov 2024
Task Arithmetic Through The Lens Of One-Shot Federated Learning Zhixu Tao I. Mason Sanjeev R. Kulkarni Xavier Boix MoMe FedML 129 7 0 27 Nov 2024
Streamlining Prediction in Bayesian Deep Learning Marcus Klasson Talal Alrawajfeh Mikko Heikkilä Martin Trapp UQCV BDL 234 2 0 27 Nov 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zehua Wang ... Ziqi Zhang Yaowei Wang QiXiang Ye Kun Fu Xian Sun 297 0 0 27 Nov 2024
Task Singular Vectors: Reducing Task Interference in Model Merging Antonio Andrea Gargiulo Donato Crisostomi Maria Sofia Bucarelli Simone Scardapane Fabrizio Silvestri Emanuele Rodolà MoMe 167 16 0 26 Nov 2024
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Yi Ran Zhichang Guo Jia Li Yao Li Martin Burger Boying Wu DiffM 103 0 0 24 Nov 2024
SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers Shravan Venkatraman Jaskaran Singh Walia J. Raheja ViT 206 0 0 14 Nov 2024
ATM: Improving Model Merging by Alternating Tuning and Merging Luca Zhou Daniele Solombrino Donato Crisostomi Maria Sofia Bucarelli Fabrizio Silvestri Emanuele Rodolà MoMe 141 5 0 05 Nov 2024