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
Zero-Shot Embeddings Inform Learning and Forgetting with Vision-Language Encoders Laura Niss Kevin Vogt-Lowell Theodoros Tsiligkaridis VLM 95 1 0 22 Jul 2024
EarthMarker: Visual Prompt Learning for Region-level and Point-level Remote Sensing Imagery Comprehension Wei Zhang Miaoxin Cai Tong Zhang Jun Li Zhuang Yin Xuerui Mao 130 11 0 18 Jul 2024
MagMax: Leveraging Model Merging for Seamless Continual Learning Daniel Marczak Bartłomiej Twardowski Tomasz Trzciñski Sebastian Cygert MoMe CLL 96 24 0 08 Jul 2024
Robust Adaptation of Foundation Models with Black-Box Visual Prompting Changdae Oh Gyeongdeok Seo Geunyoung Jung Zhi-Qi Cheng Hosik Choi Jiyoung Jung Kyungwoo Song VLM 125 1 0 04 Jul 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models Paul Pu Liang Akshay Goindani Talha Chafekar Leena Mathur Haofei Yu Ruslan Salakhutdinov Louis-Philippe Morency 96 15 0 03 Jul 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad MoMe 108 13 0 03 Jul 2024
Semantic Compositions Enhance Vision-Language Contrastive Learning Maxwell Mbabilla Aladago Lorenzo Torresani Soroush Vosoughi CoGe VLM CLIP 83 0 0 01 Jul 2024
Semantic Graph Consistency: Going Beyond Patches for Regularizing Self-Supervised Vision Transformers Chaitanya Devaguptapu Sumukh K. Aithal Shrinivas Ramasubramanian Moyuru Yamada Manohar Kaul ViT 85 0 0 18 Jun 2024
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging Zhenyi Lu Chenghao Fan Wei Wei Xiaoye Qu Dangyang Chen Yu Cheng MoMe 122 63 0 17 Jun 2024
Harnessing Massive Satellite Imagery with Efficient Masked Image Modeling Fengxiang Wang H. Wang Di Wang Zonghao Guo Zhenyu Zhong Long Lan Wenjing Yang Jing Zhang 58 3 0 17 Jun 2024
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 98 1 0 16 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 150 6 0 16 Jun 2024
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data Jiahan Zhang Qinglai Wei Feng Liu Lei Feng VLM 86 12 0 15 Jun 2024
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 108 27 0 14 Jun 2024
Towards Efficient Pareto Set Approximation via Mixture of Experts Based Model Fusion Anke Tang Li Shen Yong Luo Shiwei Liu Han Hu Di Lin MoMe 70 7 0 14 Jun 2024
Industrial Language-Image Dataset (ILID): Adapting Vision Foundation Models for Industrial Settings Keno Moenck Duc Trung Thieu Julian Koch Thorsten Schuppstuhl VLM 108 1 0 14 Jun 2024
STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery Yansheng Li Linlin Wang Tingzhu Wang Xue Yang Junwei Luo ... Haifeng Li Bo Dang Yongjun Zhang Yi Yu Junchi Yan 127 24 0 13 Jun 2024
Towards Vision-Language Geo-Foundation Model: A Survey Yue Zhou Xue Jiang Yiping Ke Yiping Ke Junchi Yan Xue Yang Wayne Zhang 89 19 0 13 Jun 2024
A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation Riccardo Fogliato Pratik Patil Mathew Monfort Pietro Perona 62 1 0 11 Jun 2024
Let Go of Your Labels with Unsupervised Transfer Artyom Gadetsky Yulun Jiang Maria Brbić VLM 98 8 0 11 Jun 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner Tiancheng Gu Kaicheng Yang Xiang An Ziyong Feng Dongnan Liu Weidong Cai Jiankang Deng VLM CLIP 105 14 0 11 Jun 2024
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation Lu Li Tianze Zhang Zhiqi Bu Suyuchen Wang Huan He Jie Fu Yonghui Wu Jiang Bian Yong Chen Yoshua Bengio FedML MoMe 119 6 0 11 Jun 2024
Adapters Strike Back Jan-Martin O. Steitz Stefan Roth 78 7 0 10 Jun 2024
FusionBench: A Comprehensive Benchmark of Deep Model Fusion Anke Tang Li Shen Yong Luo Han Hu Di Lin Dacheng Tao ELM MoMe VLM 82 27 0 05 Jun 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 122 1 0 05 Jun 2024
Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification M. A. Ma'sum Mahardhika Pratama Ramasamy Savitha Lin Liu Habibullah Habibullah Ryszard Kowalczyk CLL 127 2 0 04 Jun 2024
Multi-Modal Generative Embedding Model Feipeng Ma Hongwei Xue Guangting Wang Yizhou Zhou Fengyun Rao Shilin Yan Yueyi Zhang Siying Wu Mike Zheng Shou Xiaoyan Sun VLM 64 4 0 29 May 2024
Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling Cristian Rodriguez-Opazo Ehsan Abbasnejad Damien Teney Edison Marrese-Taylor Hamed Damirchi Anton Van Den Hengel VLM 136 1 0 27 May 2024
EMR-Merging: Tuning-Free High-Performance Model Merging Chenyu Huang Peng Ye Tao Chen Tong He Xiangyu Yue Wanli Ouyang MoMe 89 45 0 23 May 2024
Data Selection for Transfer Unlearning N. Sepahvand Vincent Dumoulin Eleni Triantafillou Gintare Karolina Dziugaite MU 78 4 0 16 May 2024
PIR: Remote Sensing Image-Text Retrieval with Prior Instruction Representation Learning Jiancheng Pan Muyuan Ma Qing Ma Cong Bai Shengyong Chen 67 8 0 16 May 2024
Promoting AI Equity in Science: Generalized Domain Prompt Learning for Accessible VLM Research Qinglong Cao Yuntian Chen Lu Lu Hao Sun Zhenzhong Zeng Xiaokang Yang Dong-juan Zhang VLM 58 1 0 14 May 2024
Localizing Task Information for Improved Model Merging and Compression Ke Wang Nikolaos Dimitriadis Guillermo Ortiz-Jimenez Franccois Fleuret Pascal Frossard MoMe 91 60 0 13 May 2024
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform Ziqi Gao Qichao Wang Aochuan Chen Zijing Liu Bingzhe Wu Liang Chen Jia Li 103 35 0 05 May 2024
Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning Jing Xu Jingzhao Zhang 102 7 0 04 May 2024
Modeling Caption Diversity in Contrastive Vision-Language Pretraining Samuel Lavoie Polina Kirichenko Mark Ibrahim Mahmoud Assran Andrew Gordon Wilson Aaron Courville Nicolas Ballas CLIP VLM 166 23 0 30 Apr 2024
SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision Ankit Vani Bac Nguyen Samuel Lavoie Ranjay Krishna Aaron Courville 85 1 0 24 Apr 2024
StrideNET: Swin Transformer for Terrain Recognition with Dynamic Roughness Extraction Maitreya Shelare Neha Shigvan Atharva Satam Poonam Sonar 52 1 0 20 Apr 2024
Pretraining Billion-scale Geospatial Foundational Models on Frontier A. Tsaris P. Dias Abhishek Potnis Junqi Yin Feiyi Wang D. Lunga AI4CE 47 5 0 17 Apr 2024
Achieving Rotation Invariance in Convolution Operations: Shifting from Data-Driven to Mechanism-Assured Hanlin Mo Guoying Zhao OOD 61 0 0 17 Apr 2024
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers Diana-Nicoleta Grigore Mariana-Iuliana Georgescu J. A. Justo T. Johansen Andreea-Iuliana Ionescu Radu Tudor Ionescu 74 0 0 14 Apr 2024
Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic Sachin Goyal Pratyush Maini Zachary Chase Lipton Aditi Raghunathan J. Zico Kolter 105 46 0 10 Apr 2024
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection Nan Zhou Jiaxin Chen Di Huang 64 1 0 08 Apr 2024
RSMamba: Remote Sensing Image Classification with State Space Model Keyan Chen Bo-Ying Chen Chenyang Liu Wenyuan Li Zhengxia Zou Z. Shi Mamba 96 141 0 28 Mar 2024
LocCa: Visual Pretraining with Location-aware Captioners Bo Wan Michael Tschannen Yongqin Xian Filip Pavetić Ibrahim Alabdulmohsin Xiao Wang André Susano Pinto Andreas Steiner Lucas Beyer Xiao-Qi Zhai VLM 148 7 0 28 Mar 2024
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Saurav Jha Dong Gong Lina Yao CLIP VLM 152 11 0 28 Mar 2024
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding Run Shao Zhaoyang Zhang Chao Tao Yunsheng Zhang Chengli Peng Haifeng Li VLM 81 6 0 27 Mar 2024
One-Shot Domain Incremental Learning Yasushi Esaki Satoshi Koide Takuro Kutsuna CLL VLM 111 1 0 25 Mar 2024
iDAT: inverse Distillation Adapter-Tuning Jiacheng Ruan Jingsheng Gao Mingye Xie Daize Dong Suncheng Xiang Ting Liu Yuzhuo Fu 72 2 0 23 Mar 2024
Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation Zhitong Xiong Yi Wang Fahong Zhang Adam J. Stewart Joelle Hanna Damian Borth Ioannis Papoutsis B. L. Saux Gustau Camps-Valls Xiao Xiang Zhu AI4CE 117 18 0 22 Mar 2024