Single Domain Generalization for Alzheimer's Detection from 3D MRIs with Pseudo-Morphological Augmentations and Contrastive Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Batool, Zobia, Ozkan, Huseyin, Aptoula, Erchan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Distance Transform Guided Mixup for Alzheimer's Detection
by: Batool, Zobia, et al.
Published: (2025)
by: Batool, Zobia, et al.
Published: (2025)
Higher-Order Domain Generalization in Magnetic Resonance-Based Assessment of Alzheimer's Disease
by: Batool, Zobia, et al.
Published: (2026)
by: Batool, Zobia, et al.
Published: (2026)
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering
by: Ghazaei, Elman, et al.
Published: (2025)
by: Ghazaei, Elman, et al.
Published: (2025)
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)
MARC: Multi-Label Adaptive Retrieval Contrastive Loss for Remote Sensing Images
by: Amir, Amna, et al.
Published: (2025)
by: Amir, Amna, et al.
Published: (2025)
Efficient Remote Sensing Change Detection with Change State Space Models
by: Ghazaei, Elman, et al.
Published: (2025)
by: Ghazaei, Elman, et al.
Published: (2025)
Domain Generalisation for Object Detection under Covariate and Concept Shift
by: Seemakurthy, Karthik, et al.
Published: (2022)
by: Seemakurthy, Karthik, et al.
Published: (2022)
Towards Cross-Platform Generalization: Domain Adaptive 3D Detection with Augmentation and Pseudo-Labeling
by: Feng, Xiyan, et al.
Published: (2026)
by: Feng, Xiyan, et al.
Published: (2026)
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis
by: Liu, Tianling, et al.
Published: (2024)
by: Liu, Tianling, et al.
Published: (2024)
Unsupervised Domain Adaptation for 3D LiDAR Semantic Segmentation Using Contrastive Learning and Multi-Model Pseudo Labeling
by: Kaushik, Abhishek, et al.
Published: (2025)
by: Kaushik, Abhishek, et al.
Published: (2025)
CTSL: Codebook-based Temporal-Spatial Learning for Accurate Non-Contrast Cardiac Risk Prediction Using Cine MRIs
by: Su, Haoyang, et al.
Published: (2025)
by: Su, Haoyang, et al.
Published: (2025)
SCL: Towards Domain Generalization via Single-Temporal Multimodal Contrastive Learning for Remote Sensing Change Detection
by: Du, Qiangang, et al.
Published: (2024)
by: Du, Qiangang, et al.
Published: (2024)
Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation
by: Arsenos, Anastasios, et al.
Published: (2024)
by: Arsenos, Anastasios, et al.
Published: (2024)
MorphGen: Morphology-Guided Representation Learning for Robust Single-Domain Generalization in Histopathological Cancer Classification
by: Khan, Hikmat, et al.
Published: (2025)
by: Khan, Hikmat, 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)
Causality-inspired Latent Feature Augmentation for Single Domain Generalization
by: Xu, Jian, et al.
Published: (2024)
by: Xu, Jian, 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)
Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection
by: Kim, Yecheol, et al.
Published: (2024)
by: Kim, Yecheol, et al.
Published: (2024)
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization
by: Matsun, Aleksandr, et al.
Published: (2024)
by: Matsun, Aleksandr, et al.
Published: (2024)
Contrastive Desensitization Learning for Cross Domain Face Forgery Detection
by: Qiu, Lingyu, et al.
Published: (2025)
by: Qiu, Lingyu, et al.
Published: (2025)
Instance-Aware Pseudo-Labeling and Class-Focused Contrastive Learning for Weakly Supervised Domain Adaptive Segmentation of Electron Microscopy
by: Xiong, Shan, et al.
Published: (2025)
by: Xiong, Shan, et al.
Published: (2025)
Single-Domain Generalized Object Detection by Balancing Domain Diversity and Invariance
by: He, Zhenwei, et al.
Published: (2025)
by: He, Zhenwei, et al.
Published: (2025)
Confident Pseudo-labeled Diffusion Augmentation for Canine Cardiomegaly Detection
by: Zhang, Shiman, et al.
Published: (2025)
by: Zhang, Shiman, et al.
Published: (2025)
SOAP: Cross-sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-labelling
by: Huang, Chengjie, et al.
Published: (2024)
by: Huang, Chengjie, et al.
Published: (2024)
Learning Adaptive Pseudo-Label Selection for Semi-Supervised 3D Object Detection
by: Kong, Taehun, et al.
Published: (2025)
by: Kong, Taehun, et al.
Published: (2025)
Triamese-ViT: A 3D-Aware Method for Robust Brain Age Estimation from MRIs
by: Zhang, Zhaonian, et al.
Published: (2024)
by: Zhang, Zhaonian, et al.
Published: (2024)
Contrastive Augmented Transformer with Domain-specific Enhancement for Robust Multi-scenario Metal Surface Defect Detection
by: Liua, Yiyao, et al.
Published: (2026)
by: Liua, Yiyao, et al.
Published: (2026)
WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs
by: Jafrasteh, Bahram, et al.
Published: (2025)
by: Jafrasteh, Bahram, et al.
Published: (2025)
Enhancing Domain Generalization in 3D Human Pose Estimation through Controllable Generative Augmentation
by: Hu, Xinhao, et al.
Published: (2026)
by: Hu, Xinhao, et al.
Published: (2026)
Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization
by: Chen, Taiqin, et al.
Published: (2026)
by: Chen, Taiqin, et al.
Published: (2026)
ContrastiveGaussian: High-Fidelity 3D Generation with Contrastive Learning and Gaussian Splatting
by: Liu, Junbang, et al.
Published: (2025)
by: Liu, Junbang, et al.
Published: (2025)
Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization
by: Ballas, Aristotelis, et al.
Published: (2023)
by: Ballas, Aristotelis, et al.
Published: (2023)
Domain Generalization of 3D Object Detection by Density-Resampling
by: Li, Shuangzhi, et al.
Published: (2023)
by: Li, Shuangzhi, et al.
Published: (2023)
DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization
by: Lee, Jin-Seop, et al.
Published: (2024)
by: Lee, Jin-Seop, et al.
Published: (2024)
MOGAN: Morphologic-structure-aware Generative Learning from a Single Image
by: Chen, Jinshu, et al.
Published: (2021)
by: Chen, Jinshu, et al.
Published: (2021)
Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection
by: Zhang, Zhanwei, et al.
Published: (2024)
by: Zhang, Zhanwei, et al.
Published: (2024)
De-Simplifying Pseudo Labels to Enhancing Domain Adaptive Object Detection
by: Fu, Zehua, et al.
Published: (2025)
by: Fu, Zehua, et al.
Published: (2025)
Cross-Domain Feature Augmentation for Domain Generalization
by: Liu, Yingnan, et al.
Published: (2024)
by: Liu, Yingnan, 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)
PI3D: Efficient Text-to-3D Generation with Pseudo-Image Diffusion
by: Liu, Ying-Tian, et al.
Published: (2023)
by: Liu, Ying-Tian, et al.
Published: (2023)
Similar Items
-
Distance Transform Guided Mixup for Alzheimer's Detection
by: Batool, Zobia, et al.
Published: (2025) -
Higher-Order Domain Generalization in Magnetic Resonance-Based Assessment of Alzheimer's Disease
by: Batool, Zobia, et al.
Published: (2026) -
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering
by: Ghazaei, Elman, et al.
Published: (2025) -
Open-Set Domain Generalization through Spectral-Spatial Uncertainty Disentanglement for Hyperspectral Image Classification
by: Khoshbakht, Amirreza, et al.
Published: (2025) -
MARC: Multi-Label Adaptive Retrieval Contrastive Loss for Remote Sensing Images
by: Amir, Amna, et al.
Published: (2025)