:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Shibli, Ali, Nascetti, Andrea, Ban, Yifang
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2605.04989
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Noise2Map: End-to-End Diffusion Model for Semantic Segmentation and Change Detection
by: Shibli, Ali, et al.
Published: (2026)

PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models
by: Marsocci, Valerio, et al.
Published: (2024)

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?
by: Jia, Yuru, et al.
Published: (2025)

RADARSAT Constellation Mission Compact Polarisation SAR Data for Burned Area Mapping with Deep Learning
by: Zhao, Yu, et al.
Published: (2024)

TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction
by: Zhao, Yu, et al.
Published: (2024)

Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection
by: Thoreau, Romain, et al.
Published: (2025)

Sen2Fire: A Challenging Benchmark Dataset for Wildfire Detection using Sentinel Data
by: Xu, Yonghao, et al.
Published: (2024)

Landslide Hazard Mapping with Geospatial Foundation Models: Geographical Generalizability, Data Scarcity, and Band Adaptability
by: Li, Wenwen, et al.
Published: (2025)

TACK Tunnel Data (TTD): A Benchmark Dataset for Deep Learning-Based Defect Detection in Tunnels
by: Sjölander, Andreas, et al.
Published: (2025)

Assessing the value of Geo-Foundational Models for Flood Inundation Mapping: Benchmarking models for Sentinel-1, Sentinel-2, and Planetscope for end-users
by: Kaushik, Saurabh, et al.
Published: (2025)

Data-Centric Benchmark for Label Noise Estimation and Ranking in Remote Sensing Image Segmentation
by: Nogueira, Keiller, et al.
Published: (2026)

Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models
by: Blumenstiel, Benedikt, et al.
Published: (2024)

GFM4MPM: Towards Geospatial Foundation Models for Mineral Prospectivity Mapping
by: Daruna, Angel, et al.
Published: (2024)

High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2
by: Metzger, Nando, et al.
Published: (2023)

NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining
by: Zeng, Liang, et al.
Published: (2026)

Estimating 2D Keypoints of Surgical Tools Using Vision-Language Models with Low-Rank Adaptation
by: Duangprom, Krit, et al.
Published: (2025)

Low-Rank Knowledge Decomposition for Medical Foundation Models
by: Zhou, Yuhang, et al.
Published: (2024)

Semi-Supervised Domain Adaptation for Wildfire Detection
by: Jang, JooYoung, et al.
Published: (2024)

Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration
by: Hafner, Sebastian, et al.
Published: (2024)

Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data
by: Si, Haozhe, et al.
Published: (2025)

Scalable Geospatial Data Generation Using AlphaEarth Foundations Model
by: Houriez, Luc, et al.
Published: (2025)

No One Knows the State of the Art in Geospatial Foundation Models
by: Corley, Isaac, et al.
Published: (2026)

Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges
by: Yang, Liling, et al.
Published: (2025)

Cropland Mapping using Geospatial Embeddings
by: Zvonkov, Ivan, et al.
Published: (2025)

Low-Rank Few-Shot Adaptation of Vision-Language Models
by: Zanella, Maxime, et al.
Published: (2024)

Task-Aware Low-Rank Adaptation of Segment Anything Model
by: Wang, Xuehao, et al.
Published: (2024)

TerraTorch: The Geospatial Foundation Models Toolkit
by: Gomes, Carlos, et al.
Published: (2025)

Low-Rank Interconnected Adaptation across Layers
by: Zhong, Yibo, et al.
Published: (2024)

FouRA: Fourier Low Rank Adaptation
by: Borse, Shubhankar, et al.
Published: (2024)

LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models
by: Li, Haolin, et al.
Published: (2024)

How Does the Spatial Distribution of Pre-training Data Affect Geospatial Foundation Models?
by: Purohit, Mirali, et al.
Published: (2025)

MokA: Multimodal Low-Rank Adaptation for MLLMs
by: Wei, Yake, et al.
Published: (2025)

Group Orthogonal Low-Rank Adaptation for RGB-T Tracking
by: Shao, Zekai, et al.
Published: (2025)

Development and Application of a Sentinel-2 Satellite Imagery Dataset for Deep-Learning Driven Forest Wildfire Detection
by: Martin, Valeria, et al.
Published: (2024)

MedFM-Robust: Benchmarking Robustness of Medical Foundation Models
by: Cui, Xiangxiang, et al.
Published: (2026)

Wildfire Detection Using Vision Transformer with the Wildfire Dataset
by: Vuppari, Gowtham Raj, et al.
Published: (2025)

Integrating Frequency-Domain Representations with Low-Rank Adaptation in Vision-Language Models
by: Khan, Md Azim, et al.
Published: (2025)

Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation
by: Zhu, Mingkang, et al.
Published: (2025)

Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI
by: Dionelis, Nikolaos, et al.
Published: (2024)

Geospatial Foundation Models to Enable Progress on Sustainable Development Goals
by: Ghamisi, Pedram, et al.
Published: (2025)