Remote Sensing Image Classification with Decoupled Knowledge Distillation
Fuente:
arXiv
Saved in:
| Main Authors: | He, Yaping, Cai, Jianfeng, Hu, Qicong, Wang, Peiqing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Applications of Knowledge Distillation in Remote Sensing: A Survey
by: Himeur, Yassine, et al.
Published: (2024)
by: Himeur, Yassine, et al.
Published: (2024)
Dual-Stream Spectral Decoupling Distillation for Remote Sensing Object Detection
by: Gao, Xiangyi, et al.
Published: (2025)
by: Gao, Xiangyi, et al.
Published: (2025)
Structure-Semantic Decoupled Modulation of Global Geospatial Embeddings for High-Resolution Remote Sensing Mapping
by: Lyu, Jienan, et al.
Published: (2026)
by: Lyu, Jienan, et al.
Published: (2026)
RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification
by: Zou, Guangwenjie, et al.
Published: (2024)
by: Zou, Guangwenjie, et al.
Published: (2024)
Leveraging Fine-Grained Information and Noise Decoupling for Remote Sensing Change Detection
by: Du, Qiangang, et al.
Published: (2024)
by: Du, Qiangang, et al.
Published: (2024)
Balance Divergence for Knowledge Distillation
by: Qi, Yafei, et al.
Published: (2025)
by: Qi, Yafei, et al.
Published: (2025)
Lightweight Remote Sensing Scene Classification on Edge Devices via Knowledge Distillation and Early-exit
by: Zhao, Yang, et al.
Published: (2025)
by: Zhao, Yang, et al.
Published: (2025)
SlimDiffSR: Toward Lightweight and Efficient Remote Sensing Image Super-Resolution via Diffusion Model Distillation
by: Wang, Ce, et al.
Published: (2026)
by: Wang, Ce, et al.
Published: (2026)
Generic Knowledge Boosted Pre-training For Remote Sensing Images
by: Huang, Ziyue, et al.
Published: (2024)
by: Huang, Ziyue, et al.
Published: (2024)
Knowledge-aware Text-Image Retrieval for Remote Sensing Images
by: Mi, Li, et al.
Published: (2024)
by: Mi, Li, et al.
Published: (2024)
RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation Models
by: Chen, Keyan, et al.
Published: (2025)
by: Chen, Keyan, et al.
Published: (2025)
Geometric Knowledge-Assisted Federated Dual Knowledge Distillation Approach Towards Remote Sensing Satellite Imagery
by: Zou, Luyao, et al.
Published: (2026)
by: Zou, Luyao, et al.
Published: (2026)
Dual Contrastive Network for Few-Shot Remote Sensing Image Scene Classification
by: Ji, Zhong, et al.
Published: (2026)
by: Ji, Zhong, et al.
Published: (2026)
ConInfer: Context-Aware Inference for Training-Free Open-Vocabulary Remote Sensing Segmentation
by: Chen, Wenyang, et al.
Published: (2026)
by: Chen, Wenyang, et al.
Published: (2026)
RSMamba: Remote Sensing Image Classification with State Space Model
by: Chen, Keyan, et al.
Published: (2024)
by: Chen, Keyan, et al.
Published: (2024)
Cloud Adversarial Example Generation for Remote Sensing Image Classification
by: Ma, Fei, et al.
Published: (2024)
by: Ma, Fei, et al.
Published: (2024)
Knowledge-aware Visual Question Generation for Remote Sensing Images
by: Li, Siran, et al.
Published: (2026)
by: Li, Siran, et al.
Published: (2026)
A Robust Multisource Remote Sensing Image Matching Method Utilizing Attention and Feature Enhancement Against Noise Interference
by: Li, Yuan, et al.
Published: (2024)
by: Li, Yuan, et al.
Published: (2024)
Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation
by: Zhang, Shun, et al.
Published: (2024)
by: Zhang, Shun, et al.
Published: (2024)
CSFMamba: Cross State Fusion Mamba Operator for Multimodal Remote Sensing Image Classification
by: Wang, Qingyu, et al.
Published: (2025)
by: Wang, Qingyu, et al.
Published: (2025)
Reconstruction Guided Few-shot Network For Remote Sensing Image Classification
by: Jaiswal, Mohit, et al.
Published: (2026)
by: Jaiswal, Mohit, et al.
Published: (2026)
ProVG: Progressive Visual Grounding via Language Decoupling for Remote Sensing Imagery
by: Li, Ke, et al.
Published: (2026)
by: Li, Ke, et al.
Published: (2026)
ERVD: An Efficient and Robust ViT-Based Distillation Framework for Remote Sensing Image Retrieval
by: Dong, Le, et al.
Published: (2024)
by: Dong, Le, et al.
Published: (2024)
Balanced Hierarchical Contrastive Learning with Decoupled Queries for Fine-grained Object Detection in Remote Sensing Images
by: Chen, Jingzhou, et al.
Published: (2025)
by: Chen, Jingzhou, et al.
Published: (2025)
Learning to Balance: Decoupled Siamese Diffusion Transformer for Reference-Based Remote Sensing Image Super-Resolution
by: Luo, Bin, et al.
Published: (2026)
by: Luo, Bin, et al.
Published: (2026)
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation
by: Ma, Xianping, et al.
Published: (2025)
by: Ma, Xianping, et al.
Published: (2025)
Hierarchical Fusion of Local and Global Visual Features with Mixture-of-Experts for Remote Sensing Image Scene Classification
by: Tang, Yuanhao, et al.
Published: (2025)
by: Tang, Yuanhao, et al.
Published: (2025)
Context-Aware Knowledge Distillation with Adaptive Weighting for Image Classification
by: Li, Zhengda
Published: (2025)
by: Li, Zhengda
Published: (2025)
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities
by: Li, Mingcheng, et al.
Published: (2024)
by: Li, Mingcheng, et al.
Published: (2024)
MSSDF: Modality-Shared Self-supervised Distillation for High-Resolution Multi-modal Remote Sensing Image Learning
by: Wang, Tong, et al.
Published: (2025)
by: Wang, Tong, et al.
Published: (2025)
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2025)
by: Büyüktaş, Barış, et al.
Published: (2025)
In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification
by: Dimitrovski, Ivica, et al.
Published: (2023)
by: Dimitrovski, Ivica, et al.
Published: (2023)
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2023)
by: Büyüktaş, Barış, et al.
Published: (2023)
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2024)
by: Büyüktaş, Barış, et al.
Published: (2024)
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks
by: Cai, Jinjin, et al.
Published: (2024)
by: Cai, Jinjin, et al.
Published: (2024)
Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification
by: Zhang, Junjie, et al.
Published: (2025)
by: Zhang, Junjie, et al.
Published: (2025)
A Deep-Learning Framework for Land-Sliding Classification from Remote Sensing Image
by: Tang, Hieu, et al.
Published: (2025)
by: Tang, Hieu, et al.
Published: (2025)
DGL-RSIS: Decoupling Global Spatial Context and Local Class Semantics for Training-Free Remote Sensing Image Segmentation
by: Li, Boyi, et al.
Published: (2025)
by: Li, Boyi, et al.
Published: (2025)
Survey on Remote Sensing Scene Classification: From Traditional Methods to Large Generative AI Models
by: Huang, Qionghao, et al.
Published: (2026)
by: Huang, Qionghao, et al.
Published: (2026)
Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance
by: Wang, Cunzheng, et al.
Published: (2024)
by: Wang, Cunzheng, et al.
Published: (2024)
Similar Items
-
Applications of Knowledge Distillation in Remote Sensing: A Survey
by: Himeur, Yassine, et al.
Published: (2024) -
Dual-Stream Spectral Decoupling Distillation for Remote Sensing Object Detection
by: Gao, Xiangyi, et al.
Published: (2025) -
Structure-Semantic Decoupled Modulation of Global Geospatial Embeddings for High-Resolution Remote Sensing Mapping
by: Lyu, Jienan, et al.
Published: (2026) -
RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification
by: Zou, Guangwenjie, et al.
Published: (2024) -
Leveraging Fine-Grained Information and Noise Decoupling for Remote Sensing Change Detection
by: Du, Qiangang, et al.
Published: (2024)