Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Taiqin, Wang, Yifeng, Feng, Xiaochen, Zhu, Zhilin, Sha, Hao, Li, Yingjian, Zhang, Yongbing |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RadioDUN: A Physics-Inspired Deep Unfolding Network for Radio Map Estimation
by: Chen, Taiqin, et al.
Published: (2025)
by: Chen, Taiqin, et al.
Published: (2025)
AdvST: Revisiting Data Augmentations for Single Domain Generalization
by: Zheng, Guangtao, et al.
Published: (2023)
by: Zheng, Guangtao, et al.
Published: (2023)
SpectralAdapt: Semi-Supervised Domain Adaptation with Spectral Priors for Human-Centered Hyperspectral Image Reconstruction
by: Wen, Yufei, et al.
Published: (2025)
by: Wen, Yufei, et al.
Published: (2025)
Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment
by: Zhang, Hongqi, et al.
Published: (2024)
by: Zhang, Hongqi, et al.
Published: (2024)
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization
by: Zhang, Zuyu, et al.
Published: (2025)
by: Zhang, Zuyu, et al.
Published: (2025)
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation
by: Li, Runyi, et al.
Published: (2024)
by: Li, Runyi, et al.
Published: (2024)
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions
by: Zhang, Ye, et al.
Published: (2024)
by: Zhang, Ye, et al.
Published: (2024)
Open-Set Domain Generalization through Spectral-Spatial Uncertainty Disentanglement for Hyperspectral Image Classification
by: Khoshbakht, Amirreza, et al.
Published: (2025)
by: Khoshbakht, Amirreza, et al.
Published: (2025)
ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection
by: Chen, Yingjian, et al.
Published: (2024)
by: Chen, Yingjian, et al.
Published: (2024)
Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts
by: Li, Chen, et al.
Published: (2025)
by: Li, Chen, et al.
Published: (2025)
Detecting AI-Generated Images via Distributional Deviations from Real Images
by: Niu, Yakun, et al.
Published: (2026)
by: Niu, Yakun, et al.
Published: (2026)
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data
by: Zhu, Jingyuan, et al.
Published: (2023)
by: Zhu, Jingyuan, et al.
Published: (2023)
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
by: Tiwary, Piyush, et al.
Published: (2025)
by: Tiwary, Piyush, et al.
Published: (2025)
Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation
by: Wang, Hanhui, et al.
Published: (2024)
by: Wang, Hanhui, et al.
Published: (2024)
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
by: Chen, Hao, et al.
Published: (2024)
by: Chen, Hao, et al.
Published: (2024)
Style-Adaptive Detection Transformer for Single-Source Domain Generalized Object Detection
by: Han, Jianhong, et al.
Published: (2025)
by: Han, Jianhong, et al.
Published: (2025)
S4DL: Shift-sensitive Spatial-Spectral Disentangling Learning for Hyperspectral Image Unsupervised Domain Adaptation
by: Feng, Jie, et al.
Published: (2024)
by: Feng, Jie, et al.
Published: (2024)
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains
by: Kim, Jaeyeul, et al.
Published: (2023)
by: Kim, Jaeyeul, et al.
Published: (2023)
Multi-Source Collaborative Style Augmentation and Domain-Invariant Learning for Federated Domain Generalization
by: Wei, Yikang
Published: (2025)
by: Wei, Yikang
Published: (2025)
Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation
by: Jeon, Seogkyu, et al.
Published: (2025)
by: Jeon, Seogkyu, et al.
Published: (2025)
Spectral-Spatial Mamba for Hyperspectral Image Classification
by: Huang, Lingbo, et al.
Published: (2024)
by: Huang, Lingbo, et al.
Published: (2024)
Diffusion Posterior Sampler for Hyperspectral Unmixing with Spectral Variability Modeling
by: Zhu, Yimin, et al.
Published: (2025)
by: Zhu, Yimin, et al.
Published: (2025)
Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
Cross-Domain Transfer with Self-Supervised Spectral-Spatial Modeling for Hyperspectral Image Classification
by: Chao, Jianshu, et al.
Published: (2026)
by: Chao, Jianshu, et al.
Published: (2026)
Causality-inspired Latent Feature Augmentation for Single Domain Generalization
by: Xu, Jian, et al.
Published: (2024)
by: Xu, Jian, et al.
Published: (2024)
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization
by: Jiao, Pengkun, et al.
Published: (2024)
by: Jiao, Pengkun, et al.
Published: (2024)
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution
by: Chen, Shi, et al.
Published: (2025)
by: Chen, Shi, et al.
Published: (2025)
Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2025)
by: Zhu, Yimin, et al.
Published: (2025)
Category Prompt Mamba Network for Nuclei Segmentation and Classification
by: Zhang, Ye, et al.
Published: (2025)
by: Zhang, Ye, et al.
Published: (2025)
A Dual-Domain Convolutional Network for Hyperspectral Single-Image Super-Resolution
by: Karayaka, Murat, et al.
Published: (2025)
by: Karayaka, Murat, et al.
Published: (2025)
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization
by: Efthymiadis, Nikos, et al.
Published: (2024)
by: Efthymiadis, Nikos, et al.
Published: (2024)
Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization
by: Enomoto, Shohei
Published: (2025)
by: Enomoto, Shohei
Published: (2025)
Bridge: Basis-Driven Causal Inference Marries VFMs for Domain Generalization
by: Hong, Mingbo, et al.
Published: (2026)
by: Hong, Mingbo, et al.
Published: (2026)
Omni-Fusion of Spatial and Spectral for Hyperspectral Image Segmentation
by: Zhang, Qing, et al.
Published: (2025)
by: Zhang, Qing, et al.
Published: (2025)
Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation
by: Zhang, Ye, et al.
Published: (2024)
by: Zhang, Ye, et al.
Published: (2024)
The Four Color Theorem for Cell Instance Segmentation
by: Zhang, Ye, et al.
Published: (2025)
by: Zhang, Ye, et al.
Published: (2025)
CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data
by: Ballas, Aristotelis, et al.
Published: (2024)
by: Ballas, Aristotelis, et al.
Published: (2024)
FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalization
by: Liu, Yuan, et al.
Published: (2024)
by: Liu, Yuan, et al.
Published: (2024)
HSSDCT: Factorized Spatial-Spectral Correlation for Hyperspectral Image Fusion
by: Lee, Chia-Ming, et al.
Published: (2026)
by: Lee, Chia-Ming, et al.
Published: (2026)
Unmixing-Guided Spatial-Spectral Mamba with Clustering Tokens for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2026)
by: Zhu, Yimin, et al.
Published: (2026)
Similar Items
-
RadioDUN: A Physics-Inspired Deep Unfolding Network for Radio Map Estimation
by: Chen, Taiqin, et al.
Published: (2025) -
AdvST: Revisiting Data Augmentations for Single Domain Generalization
by: Zheng, Guangtao, et al.
Published: (2023) -
SpectralAdapt: Semi-Supervised Domain Adaptation with Spectral Priors for Human-Centered Hyperspectral Image Reconstruction
by: Wen, Yufei, et al.
Published: (2025) -
Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment
by: Zhang, Hongqi, et al.
Published: (2024) -
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization
by: Zhang, Zuyu, et al.
Published: (2025)