Image de couverture de livre

UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Hu, Yuzhen, Prasad, Saurabh
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features
par: Hu, Yuzhen, et autres
Publié: (2025)

DINO Soars: DINOv3 for Open-Vocabulary Semantic Segmentation of Remote Sensing Imagery
par: Faulkenberry, Ryan, et autres
Publié: (2026)

SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery
par: Guo, Xin, et autres
Publié: (2023)

Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery
par: Liu, Wei, et autres
Publié: (2024)

SlimDiffSR: Toward Lightweight and Efficient Remote Sensing Image Super-Resolution via Diffusion Model Distillation
par: Wang, Ce, et autres
Publié: (2026)

CRS-Diff: Controllable Remote Sensing Image Generation with Diffusion Model
par: Tang, Datao, et autres
Publié: (2024)

SatelliteFormula: Multi-Modal Symbolic Regression from Remote Sensing Imagery for Physics Discovery
par: Yu, Zhenyu, et autres
Publié: (2025)

Rethinking Efficient Mixture-of-Experts for Remote Sensing Modality-Missing Classification
par: Gao, Qinghao, et autres
Publié: (2025)

A Diff-Attention Aware State Space Fusion Model for Remote Sensing Classification
par: Ma, Wenping, et autres
Publié: (2025)

Parameter-Efficient Modality-Balanced Symmetric Fusion for Multimodal Remote Sensing Semantic Segmentation
par: Li, Haocheng, et autres
Publié: (2026)

Remote Sensing Retrieval-Augmented Generation: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model
par: Wen, Congcong, et autres
Publié: (2025)

A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
par: Büyüktaş, Barış, et autres
Publié: (2025)

Comparison of Segmentation Methods in Remote Sensing for Land Use Land Cover
par: Srivastava, Naman, et autres
Publié: (2025)

RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing
par: Xiong, Jiamei, et autres
Publié: (2024)

Semantically Aware UAV Landing Site Assessment from Remote Sensing Imagery via Multimodal Large Language Models
par: Hua, Chunliang, et autres
Publié: (2026)

UP-Diff: Latent Diffusion Model for Remote Sensing Urban Prediction
par: Wang, Zeyu, et autres
Publié: (2024)

UniRoute: Unified Routing Mixture-of-Experts for Modality-Adaptive Remote Sensing Change Detection
par: Shu, Qingling, et autres
Publié: (2026)

LLM-Assisted Semantic Guidance for Sparsely Annotated Remote Sensing Object Detection
par: Liao, Wei, et autres
Publié: (2025)

Referring Change Detection in Remote Sensing Imagery
par: Korkmaz, Yilmaz, et autres
Publié: (2025)

LC-SLab -- An Object-based Deep Learning Framework for Large-scale Land Cover Classification from Satellite Imagery and Sparse In-situ Labels
par: Leonhardt, Johannes, et autres
Publié: (2025)

SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images
par: Si, Dongchen, et autres
Publié: (2025)

AMMNet: An Asymmetric Multi-Modal Network for Remote Sensing Semantic Segmentation
par: Ye, Hui, et autres
Publié: (2025)

AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation
par: Kebaili, Aghiles, et autres
Publié: (2025)

UniRS: Unifying Multi-temporal Remote Sensing Tasks through Vision Language Models
par: Li, Yujie, et autres
Publié: (2024)

An Efficient Remote Sensing Super Resolution Method Exploring Diffusion Priors and Multi-Modal Constraints for Crop Type Mapping
par: Yang, Songxi, et autres
Publié: (2025)

Active-SAOOD: Active Sparsely Annotated Oriented Object Detection in Remote Sensing Images
par: Lin, Yu, et autres
Publié: (2026)

Uni-DocDiff: A Unified Document Restoration Model Based on Diffusion
par: Zhao, Fangmin, et autres
Publié: (2025)

Foundation Model-Driven Semantic Change Detection in Remote Sensing Imagery
par: Shen, Hengtong, et autres
Publié: (2026)

UniTS: Unified Spatio-Temporal Generative Model for Remote Sensing
par: Zhang, Yuxiang, et autres
Publié: (2025)

Learning De-Biased Representations for Remote-Sensing Imagery
par: Tian, Zichen, et autres
Publié: (2024)

AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation
par: Hu, Dewei, et autres
Publié: (2024)

Integrated Dynamic Phenological Feature for Remote Sensing Image Land Cover Change Detection
par: Liu, Yi, et autres
Publié: (2024)

GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing
par: Ou, Ruizhe, et autres
Publié: (2025)

DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
par: Wu, Jianzong, et autres
Publié: (2024)

Task-Guided Multi-Annotation Triplet Learning for Remote Sensing Representations
par: Zhou, Meilun, et autres
Publié: (2026)

A Deep-Learning Framework for Land-Sliding Classification from Remote Sensing Image
par: Tang, Hieu, et autres
Publié: (2025)

Uni-RS: A Spatially Faithful Unified Understanding and Generation Model for Remote Sensing
par: Zhang, Weiyu, et autres
Publié: (2026)

UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation
par: Li, Hengjia, et autres
Publié: (2024)

Balanced Diffusion-Guided Fusion for Multimodal Remote Sensing Classification
par: Liu, Hao, et autres
Publié: (2025)

RingMo-Agent: A Unified Remote Sensing Foundation Model for Multi-Platform and Multi-Modal Reasoning
par: Hu, Huiyang, et autres
Publié: (2025)