ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization
Fuente:
arXiv
Saved in:
| Main Authors: | Matsun, Aleksandr, Saeed, Numan, Maani, Fadillah Adamsyah, Yaqub, Mohammad |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis
by: Maani, Fadillah Adamsyah, et al.
Published: (2024)
by: Maani, Fadillah Adamsyah, et al.
Published: (2024)
DARK: Diagonal-Anchored Repulsive Knowledge Distillation for Vision-Language Models under Extreme Compression
by: Saeed, Numan, et al.
Published: (2026)
by: Saeed, Numan, et al.
Published: (2026)
SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast
by: Saeed, Numan, et al.
Published: (2024)
by: Saeed, Numan, et al.
Published: (2024)
SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning
by: Maani, Fadillah, et al.
Published: (2023)
by: Maani, Fadillah, et al.
Published: (2023)
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural Networks
by: Maani, Fadillah, et al.
Published: (2024)
by: Maani, Fadillah, et al.
Published: (2024)
DuPLUS: Dual-Prompt Vision-Language Framework for Universal Medical Image Segmentation and Prognosis
by: Saeed, Numan, et al.
Published: (2025)
by: Saeed, Numan, et al.
Published: (2025)
TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation
by: Sanjeev, Santosh, et al.
Published: (2024)
by: Sanjeev, Santosh, et al.
Published: (2024)
Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks
by: Maani, Fadillah, et al.
Published: (2024)
by: Maani, Fadillah, et al.
Published: (2024)
FETAL-GAUGE: A Benchmark for Assessing Vision-Language Models in Fetal Ultrasound
by: Alasmawi, Hussain, et al.
Published: (2025)
by: Alasmawi, Hussain, et al.
Published: (2025)
CardioBench: Do Echocardiography Foundation Models Generalize Beyond the Lab?
by: Taratynova, Darya, et al.
Published: (2025)
by: Taratynova, Darya, et al.
Published: (2025)
Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics
by: Hashmi, Sarim, et al.
Published: (2024)
by: Hashmi, Sarim, et al.
Published: (2024)
SurvCORN: Survival Analysis with Conditional Ordinal Ranking Neural Network
by: Ridzuan, Muhammad, et al.
Published: (2024)
by: Ridzuan, Muhammad, et al.
Published: (2024)
FetalCLIP: A Visual-Language Foundation Model for Fetal Ultrasound Image Analysis
by: Maani, Fadillah, et al.
Published: (2025)
by: Maani, Fadillah, et al.
Published: (2025)
MAFM^3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI
by: Qazi, Mohammad Areeb, et al.
Published: (2025)
by: Qazi, Mohammad Areeb, et al.
Published: (2025)
In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models
by: Wang, Hu, et al.
Published: (2025)
by: Wang, Hu, et al.
Published: (2025)
TPA: Temporal Prompt Alignment for Fetal Congenital Heart Defect Classification
by: Taratynova, Darya, et al.
Published: (2025)
by: Taratynova, Darya, et al.
Published: (2025)
Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models
by: Monon, Mashrafi, et al.
Published: (2026)
by: Monon, Mashrafi, et al.
Published: (2026)
DiMPLe -- Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation
by: Rahman, Umaima, et al.
Published: (2025)
by: Rahman, Umaima, et al.
Published: (2025)
PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation
by: Saadi, Nada, et al.
Published: (2024)
by: Saadi, Nada, et al.
Published: (2024)
UNICON: UNIfied CONtinual Learning for Medical Foundational Models
by: Qazi, Mohammad Areeb, et al.
Published: (2025)
by: Qazi, Mohammad Areeb, et al.
Published: (2025)
HuLP: Human-in-the-Loop for Prognosis
by: Ridzuan, Muhammad, et al.
Published: (2024)
by: Ridzuan, Muhammad, et al.
Published: (2024)
DiReCT: Disentangled Regularization of Contrastive Trajectories for Physics-Refined Video Generation
by: Meyarian, Abolfazl, et al.
Published: (2026)
by: Meyarian, Abolfazl, et al.
Published: (2026)
Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis
by: Saeed, Numan, et al.
Published: (2025)
by: Saeed, Numan, et al.
Published: (2025)
Continual Learning in Medical Imaging: A Survey and Practical Analysis
by: Qazi, Mohammad Areeb, et al.
Published: (2024)
by: Qazi, Mohammad Areeb, et al.
Published: (2024)
EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation
by: Abutalip, Kudaibergen, et al.
Published: (2024)
by: Abutalip, Kudaibergen, 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)
Chameleon: Style-Content Disentangled Framework for Cross-Domain Object Compositing
by: Ko, Sukhun, et al.
Published: (2026)
by: Ko, Sukhun, et al.
Published: (2026)
DRG-Font: Dynamic Reference-Guided Few-shot Font Generation via Contrastive Style-Content Disentanglement
by: Chakraborty, Rejoy, et al.
Published: (2026)
by: Chakraborty, Rejoy, et al.
Published: (2026)
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models
by: Malik, Hashmat Shadab, et al.
Published: (2024)
by: Malik, Hashmat Shadab, et al.
Published: (2024)
No-reference Quality Assessment of Contrast-distorted Images using Contrast-enhanced Pseudo Reference
by: Mahmoudpour, Mohammad-Ali, et al.
Published: (2025)
by: Mahmoudpour, Mohammad-Ali, et al.
Published: (2025)
StyleDecoupler: Generalizable Artistic Style Disentanglement
by: Jia, Zexi, et al.
Published: (2026)
by: Jia, Zexi, et al.
Published: (2026)
Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection
by: Li, Hao, et al.
Published: (2024)
by: Li, 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)
SCAdapter: Content-Style Disentanglement for Diffusion Style Transfer
by: Trinh, Luan Thanh, et al.
Published: (2025)
by: Trinh, Luan Thanh, et al.
Published: (2025)
Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method
by: Scholz, Daniel, et al.
Published: (2025)
by: Scholz, Daniel, et al.
Published: (2025)
Disentangled Geometric Alignment with Adaptive Contrastive Perturbation for Reliable Domain Transfer
by: Collins, Emma, et al.
Published: (2025)
by: Collins, Emma, et al.
Published: (2025)
ConMamba: Contrastive Vision Mamba for Plant Disease Detection
by: Mamun, Abdullah Al, et al.
Published: (2025)
by: Mamun, Abdullah Al, et al.
Published: (2025)
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning
by: Ahn, Woo-Jin, et al.
Published: (2024)
by: Ahn, Woo-Jin, et al.
Published: (2024)
ReDiStory: Region-Disentangled Diffusion for Consistent Visual Story Generation
by: Sarkar, Ayushman, et al.
Published: (2026)
by: Sarkar, Ayushman, et al.
Published: (2026)
Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency
by: Teevno, Mansoor Ali, et al.
Published: (2024)
by: Teevno, Mansoor Ali, et al.
Published: (2024)
Similar Items
-
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis
by: Maani, Fadillah Adamsyah, et al.
Published: (2024) -
DARK: Diagonal-Anchored Repulsive Knowledge Distillation for Vision-Language Models under Extreme Compression
by: Saeed, Numan, et al.
Published: (2026) -
SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast
by: Saeed, Numan, et al.
Published: (2024) -
SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning
by: Maani, Fadillah, et al.
Published: (2023) -
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural Networks
by: Maani, Fadillah, et al.
Published: (2024)