Cover Image

Fast-then-Fine: A Two-Stage Framework with Multi-Granular Representation for Cross-Modal Retrieval in Remote Sensing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Xi, Chen, Xu, Jia, Xiangyang, Zhang, Xu, Wei, Shuquan, Wang, Wei
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cross-Modal Spherical Aggregation for Weakly Supervised Remote Sensing Shadow Removal
by: Chi, Kaichen, et al.
Published: (2024)

MGHFT: Multi-Granularity Hierarchical Fusion Transformer for Cross-Modal Sticker Emotion Recognition
by: Chen, Jian, et al.
Published: (2025)

Self-Supervised Cross-Modal Text-Image Time Series Retrieval in Remote Sensing
by: Hoxha, Genc, et al.
Published: (2025)

A Multi-Granularity Retrieval Framework for Visually-Rich Documents
by: Xu, Mingjun, et al.
Published: (2025)

AMMNet: An Asymmetric Multi-Modal Network for Remote Sensing Semantic Segmentation
by: Ye, Hui, et al.
Published: (2025)

Cross Modal Fine-Grained Alignment via Granularity-Aware and Region-Uncertain Modeling
by: Liu, Jiale, et al.
Published: (2025)

CR-JEPA: Cross-Modal Joint-Embedding Predictive Learning for Remote Sensing Image Retrieval
by: Hossain, Md Aminur, et al.
Published: (2026)

Simplifying Two-Stage Detectors for On-Device Inference in Remote Sensing
by: Kang, Jaemin, et al.
Published: (2024)

DGTRSD & DGTRS-CLIP: A Dual-Granularity Remote Sensing Image-Text Dataset and Vision Language Foundation Model for Alignment
by: Chen, Weizhi, et al.
Published: (2025)

A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2025)

Multi-Granularity and Multi-modal Feature Interaction Approach for Text Video Retrieval
by: Li, Wenjun, et al.
Published: (2024)

Leveraging Fine-Grained Information and Noise Decoupling for Remote Sensing Change Detection
by: Du, Qiangang, et al.
Published: (2024)

HSANET: A Hybrid Self-Cross Attention Network For Remote Sensing Change Detection
by: Han, Chengxi, et al.
Published: (2025)

GeoAlignCLIP: Enhancing Fine-Grained Vision-Language Alignment in Remote Sensing via Multi-Granular Consistency Learning
by: Yang, Xiao, et al.
Published: (2026)

Dense Audio-Visual Event Localization under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration
by: Zhou, Ziheng, et al.
Published: (2024)

UniRoute: Unified Routing Mixture-of-Experts for Modality-Adaptive Remote Sensing Change Detection
by: Shu, Qingling, et al.
Published: (2026)

HieraRS: A Hierarchical Segmentation Paradigm for Remote Sensing Enabling Multi-Granularity Interpretation and Cross-Domain Transfer
by: Ai, Tianlong, et al.
Published: (2025)

RSUniVLM: A Unified Vision Language Model for Remote Sensing via Granularity-oriented Mixture of Experts
by: Liu, Xu, et al.
Published: (2024)

Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image Retrieval
by: Wang, Liang, et al.
Published: (2023)

Zero-Shot Chinese Character Recognition with Hierarchical Multi-Granularity Image-Text Aligning
by: Zhu, Yinglian, et al.
Published: (2025)

Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval
by: Peng, Likang, et al.
Published: (2025)

Fine-grained Multiple Supervisory Network for Multi-modal Manipulation Detecting and Grounding
by: Yu, Xinquan, et al.
Published: (2025)

Remote Sensing Retrieval-Augmented Generation: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model
by: Wen, Congcong, et al.
Published: (2025)

HQ-JEPA: Hybrid Quantum Joint-Embedding Predictive Architecture for Cross-Modal Remote Sensing Representation Learning
by: Hossain, Md Aminur, et al.
Published: (2026)

Any2Any: Unified Arbitrary Modality Translation for Remote Sensing
by: Chen, Haoyang, et al.
Published: (2026)

RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection
by: Yu, Xinquan, et al.
Published: (2024)

OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval
by: Yang, Wei, et al.
Published: (2025)

MSSDF: Modality-Shared Self-supervised Distillation for High-Resolution Multi-modal Remote Sensing Image Learning
by: Wang, Tong, et al.
Published: (2025)

MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description
by: Yang, Cong, et al.
Published: (2024)

Threshold Attention Network for Semantic Segmentation of Remote Sensing Images
by: Long, Wei, et al.
Published: (2025)

MMLGNet: Cross-Modal Alignment of Remote Sensing Data using CLIP
by: Chaudhary, Aditya, et al.
Published: (2026)

GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing
by: Ou, Ruizhe, et al.
Published: (2025)

RingMo-Agent: A Unified Remote Sensing Foundation Model for Multi-Platform and Multi-Modal Reasoning
by: Hu, Huiyang, et al.
Published: (2025)

A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval
by: Zhang, Weihang, et al.
Published: (2025)

STAND: Semantic Anchoring Constraint with Dual-Granularity Disambiguation for Remote Sensing Image Change Captioning
by: Gong, Yanpei, et al.
Published: (2026)

Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slip Scripts
by: Chen, Yingfa, et al.
Published: (2024)

Multi-modal Reference Learning for Fine-grained Text-to-Image Retrieval
by: Ma, Zehong, et al.
Published: (2025)

Unifying Heterogeneous Multi-Modal Remote Sensing Detection Via Language-Pivoted Pretraining
by: Li, Yuxuan, et al.
Published: (2026)

Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging Scenarios
by: Xu, Jialei, et al.
Published: (2024)

Augmenting Moment Retrieval: Zero-Dependency Two-Stage Learning
by: Wei, Zhengxuan, et al.
Published: (2025)