SAFE: a SAR Feature Extractor based on self-supervised learning and masked Siamese ViTs
Fuente:
arXiv
Saved in:
| Main Authors: | Muzeau, Max, Frontera-Pons, Joana, Ren, Chengfang, Ovarlez, Jean-Philippe |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exploring Polarimetric Properties Preservation during Reconstruction of PolSAR images using Complex-valued Convolutional Neural Networks
by: Gabot, Quentin, et al.
Published: (2026)
by: Gabot, Quentin, et al.
Published: (2026)
General Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor Types
by: Muzeau, M., et al.
Published: (2025)
by: Muzeau, M., et al.
Published: (2025)
CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs
by: Ramachandran, Akshat, et al.
Published: (2024)
by: Ramachandran, Akshat, et al.
Published: (2024)
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting
by: Sharif, Muhammad Hamza, et al.
Published: (2024)
by: Sharif, Muhammad Hamza, et al.
Published: (2024)
Enhancing image quality prediction with self-supervised visual masking
by: Çoğalan, Uğur, et al.
Published: (2023)
by: Çoğalan, Uğur, et al.
Published: (2023)
Efficient onboard multi-task AI architecture based on self-supervised learning
by: Inzerillo, Gabriele, et al.
Published: (2024)
by: Inzerillo, Gabriele, et al.
Published: (2024)
Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation
by: Tang, Fenghe, et al.
Published: (2025)
by: Tang, Fenghe, et al.
Published: (2025)
Twofold Structured Features-Based Siamese Network for Infrared Target Tracking
by: Yan, Wei-Jie, et al.
Published: (2023)
by: Yan, Wei-Jie, et al.
Published: (2023)
ME-ViT: A Single-Load Memory-Efficient FPGA Accelerator for Vision Transformers
by: Marino, Kyle, et al.
Published: (2024)
by: Marino, Kyle, et al.
Published: (2024)
An Interpretable Two-Stage Feature Decomposition Method for Deep Learning-based SAR ATR
by: Wang, Chenwei, et al.
Published: (2025)
by: Wang, Chenwei, et al.
Published: (2025)
Resolving quantitative MRI model degeneracy in self-supervised machine learning
by: Minore, Giulio V., et al.
Published: (2025)
by: Minore, Giulio V., et al.
Published: (2025)
NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis
by: Lanzino, Romeo, et al.
Published: (2024)
by: Lanzino, Romeo, et al.
Published: (2024)
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images
by: Lee, Ju Cheon, et al.
Published: (2024)
by: Lee, Ju Cheon, et al.
Published: (2024)
CNN-ViT Hybrid for Pneumonia Detection: Theory and Empiric on Limited Data without Pretraining
by: Basnet, Prashant Singh, et al.
Published: (2025)
by: Basnet, Prashant Singh, et al.
Published: (2025)
Retinal Malady Classification using AI: A novel ViT-SVM combination architecture
by: Jha, Shashwat, et al.
Published: (2026)
by: Jha, Shashwat, et al.
Published: (2026)
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
by: Wang, Shanshan, et al.
Published: (2024)
by: Wang, Shanshan, et al.
Published: (2024)
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation
by: Wang, Ziyang, et al.
Published: (2024)
by: Wang, Ziyang, et al.
Published: (2024)
LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features
by: Xiong, Xuying, et al.
Published: (2024)
by: Xiong, Xuying, et al.
Published: (2024)
PEANO-ViT: Power-Efficient Approximations of Non-Linearities in Vision Transformers
by: Sadeghi, Mohammad Erfan, et al.
Published: (2024)
by: Sadeghi, Mohammad Erfan, et al.
Published: (2024)
Stylizing ViT: Anatomy-Preserving Instance Style Transfer for Domain Generalization
by: Doerrich, Sebastian, et al.
Published: (2026)
by: Doerrich, Sebastian, et al.
Published: (2026)
Equi-ViT: Rotational Equivariant Vision Transformer for Robust Histopathology Analysis
by: Chen, Fuyao, et al.
Published: (2026)
by: Chen, Fuyao, et al.
Published: (2026)
DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor
by: Chen, Wei-Ting, et al.
Published: (2025)
by: Chen, Wei-Ting, et al.
Published: (2025)
SW-ViT: A Spatio-Temporal Vision Transformer Network with Post Denoiser for Sequential Multi-Push Ultrasound Shear Wave Elastography
by: Akash, Ahsan Habib, et al.
Published: (2025)
by: Akash, Ahsan Habib, et al.
Published: (2025)
Purely Speckled Intensity Images Need for SAR Despeckling with SDS-SAR
by: Chen, Liang, et al.
Published: (2023)
by: Chen, Liang, et al.
Published: (2023)
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification
by: Meng, Yucong, et al.
Published: (2024)
by: Meng, Yucong, et al.
Published: (2024)
Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs
by: Mao, Yu, et al.
Published: (2025)
by: Mao, Yu, et al.
Published: (2025)
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion
by: Dong, Caixia, et al.
Published: (2025)
by: Dong, Caixia, et al.
Published: (2025)
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN Architectures
by: Lara, Luis, et al.
Published: (2025)
by: Lara, Luis, et al.
Published: (2025)
SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm
by: Xiong, Xuying, et al.
Published: (2025)
by: Xiong, Xuying, et al.
Published: (2025)
Self-supervised feature learning for cardiac Cine MR image reconstruction
by: Xu, Siying, et al.
Published: (2025)
by: Xu, Siying, et al.
Published: (2025)
When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation
by: Wang, Ziyang, et al.
Published: (2022)
by: Wang, Ziyang, et al.
Published: (2022)
Regularizing INR with diffusion prior self-supervised 3D reconstruction of neutron computed tomography data
by: Hossain, Maliha, et al.
Published: (2026)
by: Hossain, Maliha, et al.
Published: (2026)
Clean self-supervised MRI reconstruction from noisy, sub-sampled training data with Robust SSDU
by: Millard, Charles, et al.
Published: (2022)
by: Millard, Charles, et al.
Published: (2022)
Efficient Breast and Ovarian Cancer Classification via ViT-Based Preprocessing and Transfer Learning
by: Rawat, Richa, et al.
Published: (2025)
by: Rawat, Richa, et al.
Published: (2025)
DiffDet4SAR: Diffusion-based Aircraft Target Detection Network for SAR Images
by: Jie, Zhou, et al.
Published: (2024)
by: Jie, Zhou, et al.
Published: (2024)
MedSAM-CA: A CNN-Augmented ViT with Attention-Enhanced Multi-Scale Fusion for Medical Image Segmentation
by: Tian, Peiting, et al.
Published: (2025)
by: Tian, Peiting, et al.
Published: (2025)
GeoDiff-SAR II: 3D-Driven Foundation Diffusion Models for SAR Generation via Decoupled Control
by: Wu, Xuanting, et al.
Published: (2026)
by: Wu, Xuanting, et al.
Published: (2026)
Technical report on target classification in SAR track
by: Xu, Haonan, et al.
Published: (2024)
by: Xu, Haonan, et al.
Published: (2024)
Diffusion Probabilistic Models for Compressive SAR Imaging
by: Pappas, Odysseas, et al.
Published: (2025)
by: Pappas, Odysseas, et al.
Published: (2025)
Ship Detection in SAR Images with Human-in-the-Loop
by: Jia, Hecheng, et al.
Published: (2024)
by: Jia, Hecheng, et al.
Published: (2024)
Similar Items
-
Exploring Polarimetric Properties Preservation during Reconstruction of PolSAR images using Complex-valued Convolutional Neural Networks
by: Gabot, Quentin, et al.
Published: (2026) -
General Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor Types
by: Muzeau, M., et al.
Published: (2025) -
CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs
by: Ramachandran, Akshat, et al.
Published: (2024) -
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting
by: Sharif, Muhammad Hamza, et al.
Published: (2024) -
Enhancing image quality prediction with self-supervised visual masking
by: Çoğalan, Uğur, et al.
Published: (2023)