Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Klotz, Jonas, Büyüktaş, Barış, Demir, Begüm |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote Sensing
by: Büyüktaş, Barış, et al.
Published: (2025)
by: Büyüktaş, Barış, 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)
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)
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification
by: Klotz, Jonas, et al.
Published: (2025)
by: Klotz, Jonas, et al.
Published: (2025)
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)
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification
by: Burgert, Tom, et al.
Published: (2024)
by: Burgert, Tom, et al.
Published: (2024)
OceanMAE: A Foundation Model for Ocean Remote Sensing
by: Stamer, Viola-Joanna, et al.
Published: (2026)
by: Stamer, Viola-Joanna, et al.
Published: (2026)
REMSA: Foundation Model Selection for Remote Sensing via a Constraint-Aware Agent
by: Chen, Binger, et al.
Published: (2025)
by: Chen, Binger, et al.
Published: (2025)
Remote Sensing Image Classification Using Deep Ensemble Learning
by: Islam, Niful, et al.
Published: (2026)
by: Islam, Niful, et al.
Published: (2026)
Seabed-Net: A multi-task network for joint bathymetry estimation and seabed classification from remote sensing imagery in shallow waters
by: Agrafiotis, Panagiotis, et al.
Published: (2025)
by: Agrafiotis, Panagiotis, et al.
Published: (2025)
Noise-Adaptive Regularization for Robust Multi-Label Remote Sensing Image Classification
by: Burgert, Tom, et al.
Published: (2026)
by: Burgert, Tom, et al.
Published: (2026)
Few-Shot Remote Sensing Image Scene Classification with CLIP and Prompt Learning
by: Dimitrovski, Ivica, et al.
Published: (2025)
by: Dimitrovski, Ivica, et al.
Published: (2025)
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models
by: Lin, Hui, et al.
Published: (2025)
by: Lin, Hui, et al.
Published: (2025)
Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval
by: Hoxha, Genc, et al.
Published: (2024)
by: Hoxha, Genc, et al.
Published: (2024)
Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images
by: Burgert, Tom, et al.
Published: (2024)
by: Burgert, Tom, et al.
Published: (2024)
CSMoE: An Efficient Remote Sensing Foundation Model with Soft Mixture-of-Experts
by: Hackel, Leonard, et al.
Published: (2025)
by: Hackel, Leonard, et al.
Published: (2025)
Continual Self-Supervised Learning with Masked Autoencoders in Remote Sensing
by: Möllenbrok, Lars, et al.
Published: (2025)
by: Möllenbrok, Lars, et al.
Published: (2025)
Self-Supervised Cross-Modal Text-Image Time Series Retrieval in Remote Sensing
by: Hoxha, Genc, et al.
Published: (2025)
by: Hoxha, Genc, et al.
Published: (2025)
When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning
by: Luo, Junwei, et al.
Published: (2025)
by: Luo, Junwei, et al.
Published: (2025)
A Plasticity-Aware Method for Continual Self-Supervised Learning in Remote Sensing
by: Möllenbrok, Lars, et al.
Published: (2025)
by: Möllenbrok, Lars, et al.
Published: (2025)
Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution
by: Mudraje, Ashitha, et al.
Published: (2025)
by: Mudraje, Ashitha, et al.
Published: (2025)
Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification
by: Xu, Wenjia, et al.
Published: (2024)
by: Xu, Wenjia, et al.
Published: (2024)
Semantic Localization Guiding Segment Anything Model For Reference Remote Sensing Image Segmentation
by: Li, Shuyang, et al.
Published: (2025)
by: Li, Shuyang, et al.
Published: (2025)
Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification
by: Ma'sum, Muhammad Anwar, et al.
Published: (2024)
by: Ma'sum, Muhammad Anwar, et al.
Published: (2024)
MambaOutRS: A Hybrid CNN-Fourier Architecture for Remote Sensing Image Classification
by: Cheon, Minjong, et al.
Published: (2025)
by: Cheon, Minjong, et al.
Published: (2025)
Leveraging Membership Inference Attacks for Privacy Measurement in Federated Learning for Remote Sensing Images
by: Duong, Anh-Kiet, et al.
Published: (2026)
by: Duong, Anh-Kiet, et al.
Published: (2026)
HIMOSA: Efficient Remote Sensing Image Super-Resolution with Hierarchical Mixture of Sparse Attention
by: Liu, Yi, et al.
Published: (2025)
by: Liu, Yi, et al.
Published: (2025)
ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression
by: Burgert, Tom, et al.
Published: (2025)
by: Burgert, Tom, et al.
Published: (2025)
PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval
by: Pan, Jiancheng, et al.
Published: (2024)
by: Pan, Jiancheng, et al.
Published: (2024)
A Deep Learning Pipeline for Solid Waste Detection in Remote Sensing Images
by: Gibellini, Federico, et al.
Published: (2025)
by: Gibellini, Federico, et al.
Published: (2025)
Sufficient, Necessary and Complete Causal Explanations in Image Classification
by: Kelly, David A, et al.
Published: (2025)
by: Kelly, David A, et al.
Published: (2025)
Exploring Efficient Open-Vocabulary Segmentation in the Remote Sensing
by: Li, Bingyu, et al.
Published: (2025)
by: Li, Bingyu, et al.
Published: (2025)
Open-Vocabulary Remote Sensing Image Semantic Segmentation
by: Cao, Qinglong, et al.
Published: (2024)
by: Cao, Qinglong, et al.
Published: (2024)
Text2Seg: Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models
by: Zhang, Jielu, et al.
Published: (2023)
by: Zhang, Jielu, et al.
Published: (2023)
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation
by: Tan, Jieyi, et al.
Published: (2024)
by: Tan, Jieyi, et al.
Published: (2024)
Hybrid Explanation-Guided Learning for Transformer-Based Chest X-Ray Diagnosis
by: Shu, Shelley Zixin, et al.
Published: (2025)
by: Shu, Shelley Zixin, et al.
Published: (2025)
Quantifying Explanation Consistency: The C-Score Metric for CAM-Based Explainability in Medical Image Classification
by: Elangovan, Kabilan, et al.
Published: (2026)
by: Elangovan, Kabilan, et al.
Published: (2026)
Efficient Adaptation For Remote Sensing Visual Grounding
by: Moughnieh, Hasan, et al.
Published: (2025)
by: Moughnieh, Hasan, et al.
Published: (2025)
How Much of a Model Do We Need? Redundancy and Slimmability in Remote Sensing Foundation Models
by: Hackel, Leonard, et al.
Published: (2026)
by: Hackel, Leonard, 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)
Similar Items
-
FedX: Explanation-Guided Pruning for Communication-Efficient Federated Learning in Remote Sensing
by: Büyüktaş, Barış, et al.
Published: (2025) -
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2025) -
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2023) -
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification
by: Klotz, Jonas, et al.
Published: (2025) -
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2024)