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
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You Fabian Gröger Shuo Wen Huyen Le Maria Brbic 15 0 0 20 Jun 2025
Merging Smarter, Generalizing Better: Enhancing Model Merging on OOD Data Bingjie Zhang Hongkang Li Changlong Shi Guowei Rong He Zhao Dongsheng Wang Dandan Guo Meng Wang MoMe 40 0 0 10 Jun 2025
StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Ranjith Merugu Bryan Bo Cao Shubham Jain FedML MoMe 109 0 0 05 Jun 2025
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review Cédric Léonard Dirk Stober Martin Schulz 94 0 0 04 Jun 2025
MINT: Multimodal Instruction Tuning with Multimodal Interaction Grouping Xiaojun Shan Qi Cao Xing Han Haofei Yu Paul Liang 42 0 0 02 Jun 2025
EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models Yan Shu Bin Ren Zhitong Xiong Danda Pani Paudel Luc Van Gool Begüm Demir N. Sebe Paolo Rota VLM 54 0 0 02 Jun 2025
Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts C. Cai Zesheng Ye Lei Feng Jianzhong Qi Feng Liu VLM 38 1 0 01 Jun 2025
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting Chen Huang Skyler Seto Hadi Pouransari Mehrdad Farajtabar Raviteja Vemulapalli Fartash Faghri Oncel Tuzel B. Theobald Josh Susskind CLL 45 0 0 30 May 2025
Decom-Renorm-Merge: Model Merging on the Right Space Improves Multitasking Yuatyong Chaichana Thanapat Trachu Peerat Limkonchotiwat Konpat Preechakul Tirasan Khandhawit Ekapol Chuangsuwanich MoMe 71 0 0 29 May 2025
Navigating the Accuracy-Size Trade-Off with Flexible Model Merging Akash Dhasade Divyansh Jhunjhunwala Milos Vujasinovic Gauri Joshi Anne-Marie Kermarrec MoMe 52 0 0 29 May 2025
Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge Integration Wenju Sun Qingyong Li Wen Wang Yang Liu Yangli-ao Geng Boyang Li MoMe 30 0 0 29 May 2025
NAN: A Training-Free Solution to Coefficient Estimation in Model Merging Chongjie Si Kangtao Lv Jingjing Jiang Yadao Wang Yongwei Wang Xiaokang Yang Wenbo Su Bo Zheng Wei Shen MoMe 35 0 0 22 May 2025
CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models Benjamin Herdeanu Juan Nathaniel Carla Roesch Jatan Buch Gregor Ramien Johannes Haux Pierre Gentine CML AI4CE 105 0 0 22 May 2025
Model Merging is Secretly Certifiable: Non-Vacuous Generalisation Bounds for Low-Shot Learning Taehoon Kim Henry Gouk Minyoung Kim Timothy M. Hospedales 100 0 0 21 May 2025
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment Yang Hu Runchen Wang Stephen Chong Zhao Xuhui Zhan Do Hun Kim Mark Wallace David A. Tovar VLM 83 0 0 20 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives Xingxing Weng Chao Pang Gui-Song Xia VLM 115 0 0 20 May 2025
Cross-Model Transfer of Task Vectors via Few-Shot Orthogonal Alignment Kazuhiko Kawamoto Atsuhiro Endo Hiroshi Kera 71 0 0 17 May 2025
MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging Zihuan Qiu Yi Xu Chiyuan He Fanman Meng Linfeng Xu Qi Wu Hongliang Li CLL MoMe 86 0 0 17 May 2025
FedRS-Bench: Realistic Federated Learning Datasets and Benchmarks in Remote Sensing Haodong Zhao Peng Peng Chiyu Chen Linqing Huang Gongshen Liu FedML 88 0 0 13 May 2025
CAT Merging: A Training-Free Approach for Resolving Conflicts in Model Merging Wenju Sun Qingyong Li Yangli-ao Geng Boyang Li MoMe 115 2 0 11 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 80 0 0 06 May 2025
LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery Jerome Quenum Wen-Han Hsieh Tsung-Han Wu Ritwik Gupta Trevor Darrell David M. Chan MLLM VLM 95 0 0 05 May 2025
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin Yuchen Wang X. Bai Xiaochen Li Weili Guan Liqiang Nie Xinyang Chen VLM 113 0 0 04 May 2025
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors Xinyu Ding Lexuan Chen Siyu Liao Zhongfeng Wang 122 0 0 01 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration Haoran Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 173 0 0 30 Apr 2025
A Genealogy of Multi-Sensor Foundation Models in Remote Sensing Kevin Lane Morteza Karimzadeh 81 0 0 24 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Hariseetharam Gunduboina Muhammad Haris Khan Biplab Banerjee VLM 94 0 0 23 Apr 2025
FPGA-Based Neural Network Accelerators for Space Applications: A Survey Pedro Antunes Artur Podobas 57 0 0 22 Apr 2025
Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning Yeoreum Lee Jinwook Jung Sungyong Baik MoMe 157 3 0 20 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 329 9 0 17 Apr 2025
Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning Hairui Ren Fan Tang He Zhao Zixuan Wang Dandan Guo Yi Chang VLM 73 0 0 16 Apr 2025
MIEB: Massive Image Embedding Benchmark Chenghao Xiao Isaac Chung Imene Kerboua Jamie Stirling Xin Zhang Márton Kardos Roman Solomatin Noura Al Moubayed Kenneth Enevoldsen Niklas Muennighoff VLM 139 2 0 14 Apr 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi Jingjun Yi Haolan Zhan Wei Ji Gui-Song Xia 135 2 0 10 Apr 2025
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models Seonghwan Park Jaehyeon Jeong Yongjun Kim Jaeho Lee Namhoon Lee VLM 88 2 0 09 Apr 2025
MASS: MoErging through Adaptive Subspace Selection Donato Crisostomi Alessandro Zirilli Antonio Andrea Gargiulo Maria Sofia Bucarelli Simone Scardapane Fabrizio Silvestri Iacopo Masi Emanuele Rodolà MoMe 99 0 0 06 Apr 2025
Efficient Model Editing with Task-Localized Sparse Fine-tuning Leonardo Iurada Marco Ciccone Tatiana Tommasi KELM MoMe 148 3 0 03 Apr 2025
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data Junjie Wu Jiangtao Xie Zhaolin Zhang Qilong Wang Q. Hu P. Li Sen Xu VLM 92 0 0 02 Apr 2025
A Plasticity-Aware Method for Continual Self-Supervised Learning in Remote Sensing Lars Möllenbrok Behnood Rasti Begüm Demir CLL 98 0 0 31 Mar 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Yiming Lei Chenkai Zhang Zeming Liu Qingjie Liu Yansen Wang 147 2 0 28 Mar 2025
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging Chanhyuk Lee Jiho Choi Chanryeol Lee Donggyun Kim Seunghoon Hong MoMe 81 1 0 28 Mar 2025
RSRWKV: A Linear-Complexity 2D Attention Mechanism for Efficient Remote Sensing Vision Task Chunshan Li Rong Wang Xiaofei Yang Dianhui Chu 155 0 0 26 Mar 2025
Faster Parameter-Efficient Tuning with Token Redundancy Reduction Kwonyoung Kim Jungin Park Jin-Hwa Kim Hyeongjun Kwon Kwanghoon Sohn 139 1 0 26 Mar 2025
SAFE: Self-Adjustment Federated Learning Framework for Remote Sensing Collaborative Perception Xiaohe Li Haohua Wu Jiahao Li Zide Fan Kaixin Zhang Xinming Li Yunping Ge Xinyu Zhao 84 1 0 25 Mar 2025
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models Suhas G Hegde S. K Aruna Tiwari 88 1 0 25 Mar 2025
LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text Weizhi Chen Jingbo Chen Yupeng Deng Jiansheng Chen Yuman Feng Zhihao Xi Diyou Liu Kai Li Yu Meng VLM 100 1 0 25 Mar 2025
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection Gensheng Pei Tao Chen Yujia Wang Xinhao Cai Xiangbo Shu Tianfei Zhou Yazhou Yao VLM 95 1 0 21 Mar 2025
CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series Gideon Stein M. Shadaydeh Jan Blunk Niklas Penzel Joachim Denzler AI4TS 78 1 0 21 Mar 2025
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation Clive Tinashe Marimo Benedikt Blumenstiel Maximilian Nitsche Johannes Jakubik Thomas Brunschwiler 87 1 0 20 Mar 2025
Optimal Transport Adapter Tuning for Bridging Modality Gaps in Few-Shot Remote Sensing Scene Classification Zhong Ji Ci Liu Jingren Liu Chen Tang Yanwei Pang Xuelong Li OT 108 0 0 19 Mar 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization Hao Mark Chen S. Hu Wayne Luk Timothy M. Hospedales Hongxiang Fan MoMe 119 1 0 16 Mar 2025