{"total":71,"rows":[{"id":"2304.00685","title":"Vision-Language Models for Vision Tasks: A Survey","created":"2023-04-03","cited_by_count":839,"area":"mllm"},{"id":"2204.02825","title":"An Empirical Study of Remote Sensing Pretraining","created":"2022-04-06","cited_by_count":105,"area":null},{"id":"2105.07921","title":"BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval","created":"2021-05-17","cited_by_count":92,"area":null},{"id":"2208.04441","title":"Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks","created":"2022-08-08","cited_by_count":30,"area":null},{"id":"2205.11319","title":"Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation","created":"2022-05-23","cited_by_count":22,"area":null},{"id":"2411.18145","title":"CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models","created":"2024-11-27","cited_by_count":22,"area":"lr"},{"id":"2510.13219","title":"Prompt-based Adaptation in Large-scale Vision Models: A Survey","created":"2025-10-15","cited_by_count":21,"area":null},{"id":"2207.07189","title":"Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification","created":"2022-07-14","cited_by_count":18,"area":null},{"id":"2311.00277","title":"OpenForest: A data catalogue for machine learning in forest monitoring","created":"2023-11-01","cited_by_count":15,"area":null},{"id":"2301.11387","title":"Universal Domain Adaptation for Remote Sensing Image Scene Classification","created":"2023-01-26","cited_by_count":13,"area":null},{"id":"2103.10368","title":"MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels","created":"2021-03-18","cited_by_count":12,"area":null},{"id":"2304.07750","title":"GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates","created":"2023-04-16","cited_by_count":12,"area":null},{"id":"2406.11933","title":"Harnessing Massive Satellite Imagery with Efficient Masked Image Modeling","created":"2024-06-17","cited_by_count":12,"area":null},{"id":"2411.17984","title":"RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model","created":"2024-11-27","cited_by_count":11,"area":null},{"id":"2207.13050","title":"Efficient High-Resolution Deep Learning: A Survey","created":"2022-07-26","cited_by_count":9,"area":null},{"id":"2312.16215","title":"SUNDIAL: 3D Satellite Understanding through Direct, Ambient, and Complex Lighting Decomposition","created":"2023-12-24","cited_by_count":9,"area":null},{"id":"2201.01953","title":"Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling","created":"2022-01-06","cited_by_count":8,"area":null},{"id":"2211.07928","title":"False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image","created":"2022-11-15","cited_by_count":8,"area":null},{"id":"2507.12857","title":"SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation","created":"2025-07-17","cited_by_count":8,"area":null},{"id":"2104.02846","title":"MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images","created":"2021-04-07","cited_by_count":7,"area":null},{"id":"2112.10988","title":"Mapping industrial poultry operations at scale with deep learning and aerial imagery","created":"2021-12-21","cited_by_count":6,"area":null},{"id":"2202.00067","title":"AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning","created":"2022-01-31","cited_by_count":6,"area":null},{"id":"2204.09120","title":"Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives","created":"2022-04-18","cited_by_count":6,"area":null},{"id":"2205.03371","title":"All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification","created":"2022-05-06","cited_by_count":6,"area":null},{"id":"2104.00704","title":"Remote Sensing Image Classification with the SEN12MS Dataset","created":"2021-04-01","cited_by_count":4,"area":null},{"id":"2104.11200","title":"Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks","created":"2021-04-22","cited_by_count":4,"area":null},{"id":"2202.03342","title":"A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability","created":"2022-02-07","cited_by_count":4,"area":null},{"id":"2309.09003","title":"RingMo-lite: A Remote Sensing Multi-task Lightweight Network with CNN-Transformer Hybrid Framework","created":"2023-09-16","cited_by_count":4,"area":null},{"id":"2311.03339","title":"FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2","created":"2023-11-06","cited_by_count":4,"area":null},{"id":"2504.10776","title":"Rainy: Unlocking Satellite Calibration for Deep Learning in Precipitation","created":"2025-04-15","cited_by_count":4,"area":null},{"id":"2402.02094","title":"Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification","created":"2024-02-03","cited_by_count":3,"area":null},{"id":"2509.14104","title":"CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts","created":"2025-09-17","cited_by_count":3,"area":"moe"},{"id":"2510.05760","title":"A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data","created":"2025-10-07","cited_by_count":3,"area":null},{"id":"2301.07528","title":"Quantum-inspired tensor network for Earth science","created":"2023-01-15","cited_by_count":2,"area":null},{"id":"2302.01526","title":"Example-Based Explainable AI and its Application for Remote Sensing Image Classification","created":"2023-02-03","cited_by_count":2,"area":null},{"id":"2403.11078","title":"Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution","created":"2024-03-17","cited_by_count":2,"area":"diffusion"},{"id":"2409.14240","title":"Cloud Adversarial Example Generation for Remote Sensing Image Classification","created":"2024-09-21","cited_by_count":2,"area":null},{"id":"2505.00786","title":"AI-ready Snow Radar Echogram Dataset (SRED) for climate change monitoring","created":"2025-05-01","cited_by_count":2,"area":null},{"id":"2507.08384","title":"Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset","created":"2025-07-11","cited_by_count":2,"area":null},{"id":"2102.13392","title":"Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning","created":"2021-02-26","cited_by_count":1,"area":null},{"id":"2208.02089","title":"Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models","created":"2022-08-03","cited_by_count":1,"area":null},{"id":"2301.00622","title":"Credible Remote Sensing Scene Classification Using Evidential Fusion on Aerial-Ground Dual-view Images","created":"2023-01-02","cited_by_count":1,"area":null},{"id":"2305.12106","title":"Human-annotated label noise and their impact on ConvNets for remote sensing image scene classification","created":"2023-05-20","cited_by_count":1,"area":null},{"id":"2306.09851","title":"Joint multi-modal Self-Supervised pre-training in Remote Sensing: Application to Methane Source Classification","created":"2023-06-16","cited_by_count":1,"area":null},{"id":"2312.05751","title":"Benchmarking of Query Strategies: Towards Future Deep Active Learning","created":"2023-12-10","cited_by_count":1,"area":null},{"id":"2403.19902","title":"Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification","created":"2024-03-29","cited_by_count":1,"area":null},{"id":"2506.13993","title":"Mapping Farmed Landscapes from Remote Sensing","created":"2025-06-16","cited_by_count":1,"area":null},{"id":"2510.07135","title":"Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models","created":"2025-10-08","cited_by_count":1,"area":"mllm"},{"id":"2603.26751","title":"Survey on Remote Sensing Scene Classification: From Traditional Methods to Large Generative AI Models","created":"2026-03-23","cited_by_count":1,"area":null},{"id":"2604.14643","title":"Physically-Induced Atmospheric Adversarial Perturbations: Enhancing Transferability and Robustness in Remote Sensing Image Classification","created":"2026-04-16","cited_by_count":1,"area":null},{"id":"2103.15463","title":"A Hierarchical Approach to Remote Sensing Scene Classification","created":"2021-03-29","cited_by_count":0,"area":null},{"id":"2111.02164","title":"Data structure > labels? Unsupervised heuristics for SVM hyperparameter estimation","created":"2021-11-03","cited_by_count":0,"area":null},{"id":"2112.11367","title":"Deep Learning and Earth Observation to Support the Sustainable Development Goals","created":"2021-12-21","cited_by_count":0,"area":null},{"id":"2212.06896","title":"In-Season Crop Progress in Unsurveyed Regions using Networks Trained on Synthetic Data","created":"2022-12-13","cited_by_count":0,"area":null},{"id":"2212.11211","title":"Land Cover and Land Use Detection using Semi-Supervised Learning","created":"2022-12-21","cited_by_count":0,"area":null},{"id":"2302.05757","title":"Multispectral Contrastive Learning with Viewmaker Networks","created":"2023-02-11","cited_by_count":0,"area":null},{"id":"2303.11389","title":"Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification","created":"2023-03-20","cited_by_count":0,"area":null},{"id":"2308.13174","title":"Deep learning-based interactive segmentation in remote sensing","created":"2023-08-25","cited_by_count":0,"area":null},{"id":"2310.07572","title":"Impact of Label Types on Training SWIN Models with Overhead Imagery","created":"2023-10-11","cited_by_count":0,"area":null},{"id":"2401.02424","title":"Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning","created":"2023-11-06","cited_by_count":0,"area":null},{"id":"2407.14658","title":"A New Lightweight Hybrid Graph Convolutional Neural Network -- CNN Scheme for Scene Classification using Object Detection Inference","created":"2024-07-19","cited_by_count":0,"area":null},{"id":"2408.01607","title":"Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives","created":"2024-08-02","cited_by_count":0,"area":null},{"id":"2501.04283","title":"Enhancing Scene Classification in Cloudy Image Scenarios: A Collaborative Transfer Method with Information Regulation Mechanism using Optical Cloud-Covered and SAR Remote Sensing Images","created":"2025-01-08","cited_by_count":0,"area":null},{"id":"2506.22939","title":"Utilizing a Novel Deep Learning Method for Scene Categorization in Remote Sensing Data","created":"2025-06-28","cited_by_count":0,"area":null},{"id":"2507.20216","title":"Dual-Stream Global-Local Feature Collaborative Representation Network for Scene Classification of Mining Area","created":"2025-07-27","cited_by_count":0,"area":null},{"id":"2507.20623","title":"Lightweight Remote Sensing Scene Classification on Edge Devices via Knowledge Distillation and Early-exit","created":"2025-07-28","cited_by_count":0,"area":"distill"},{"id":"2508.18693","title":"Feature-Space Planes Searcher: A Universal Domain Adaptation Framework for Interpretability and Computational Efficiency","created":"2025-08-26","cited_by_count":0,"area":null},{"id":"2510.08269","title":"Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification","created":"2025-10-09","cited_by_count":0,"area":null},{"id":"2510.24321","title":"Few-Shot Remote Sensing Image Scene Classification with CLIP and Prompt Learning","created":"2025-10-28","cited_by_count":0,"area":null},{"id":"2602.00110","title":"Observing Health Outcomes Using Remote Sensing Imagery and Geo-Context Guided Visual Transformer","created":"2026-01-26","cited_by_count":0,"area":null},{"id":"2609.13332","title":"Global-Local Contextual Progressive Expansion Network for Martian Landslide Segmentation in Multimodal Remote Sensing Imagery","created":"2026-09-11","cited_by_count":0,"area":null}],"next_cursor":null}