Cover Image

Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Bomin, Luo, Xinzhe, Zhuang, Xiahai
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Beyond Forgetting in Continual Medical Image Segmentation: A Comprehensive Benchmark Study
by: Wang, Bomin, et al.
Published: (2026)

Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration
by: Luo, Xinzhe, et al.
Published: (2024)

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification
by: Gao, Yibo, et al.
Published: (2025)

ZScribbleSeg: A comprehensive segmentation framework with modeling of efficient annotation and maximization of scribble supervision
by: Zhang, Ke, et al.
Published: (2026)

Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis
by: Gao, Yibo, et al.
Published: (2024)

Principle-Guided Supervision for Interpretable Uncertainty in Medical Image Segmentation
by: Sui, An, et al.
Published: (2026)

Adaptive Conditional Contrast-Agnostic Deformable Image Registration with Uncertainty Estimation
by: Wang, Yinsong, et al.
Published: (2026)

CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization
by: Wang, Yinsong, et al.
Published: (2024)

Few-Shot Video Object Segmentation in X-Ray Angiography Using Local Matching and Spatio-Temporal Consistency Loss
by: Xi, Lin, et al.
Published: (2026)

Medical Image Registration via Neural Fields
by: Sun, Shanlin, et al.
Published: (2022)

Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness
by: Xu, Hao, et al.
Published: (2025)

Pyramid Attention Network for Medical Image Registration
by: Wang, Zhuoyuan, et al.
Published: (2024)

InDeed: Interpretable image deep decomposition with guaranteed generalizability
by: Wang, Sihan, et al.
Published: (2025)

X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers
by: Liu, Yuanye, et al.
Published: (2026)

Generalized Evidential Deep Learning: From a Bayesian Perspective
by: Liu, Yuanye, et al.
Published: (2026)

Towards 3D heart mesh generation using contactless radar imaging and physics-informed neural network
by: Li, Jinye, et al.
Published: (2026)

Learning Semi-Supervised Medical Image Segmentation from Spatial Registration
by: Liu, Qianying, et al.
Published: (2024)

CoRe: Joint Optimization with Contrastive Learning for Medical Image Registration
by: Kats, Eytan, et al.
Published: (2026)

Uncertainty Estimation for Pretrained Medical Image Registration Models via Transformation Equivariance
by: Tian, Lin, et al.
Published: (2025)

Towards Saner Deep Image Registration
by: Duan, Bin, et al.
Published: (2023)

ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer
by: Wang, Haiqiao, et al.
Published: (2023)

WiNet: Wavelet-based Incremental Learning for Efficient Medical Image Registration
by: Cheng, Xinxing, et al.
Published: (2024)

Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning
by: Li, Chuanpu, et al.
Published: (2024)

Uncertainty-Supervised Interpretable and Robust Evidential Segmentation
by: Li, Yuzhu, et al.
Published: (2025)

Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
by: Mok, Tony C. W., et al.
Published: (2024)

Medical Image Registration and Its Application in Retinal Images: A Review
by: Nie, Qiushi, et al.
Published: (2024)

Incorporating Pre-training Data Matters in Unsupervised Domain Adaptation
by: Xu, Yinsong, et al.
Published: (2023)

General Vision Encoder Features as Guidance in Medical Image Registration
by: Kögl, Fryderyk, et al.
Published: (2024)

NCA-Morph: Medical Image Registration with Neural Cellular Automata
by: Ranem, Amin, et al.
Published: (2024)

SACB-Net: Spatial-awareness Convolutions for Medical Image Registration
by: Cheng, Xinxing, et al.
Published: (2025)

Dynamic Stream Network for Combinatorial Explosion Problem in Deformable Medical Image Registration
by: Bi, Shaochen, et al.
Published: (2025)

Revisiting Data Scaling in Medical Image Segmentation via Topology-Aware Augmentation
by: Chu, Yuetan, et al.
Published: (2025)

Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation
by: Gao, Yunhe, et al.
Published: (2023)

UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration
by: Zhang, Runshi, et al.
Published: (2024)

Deep Learning in Medical Image Registration: Magic or Mirage?
by: Jena, Rohit, et al.
Published: (2024)

Unsupervised Multimodal 3D Medical Image Registration with Multilevel Correlation Balanced Optimization
by: Wang, Jiazheng, et al.
Published: (2024)

Towards RGB-NIR Cross-modality Image Registration and Beyond
by: Li, Huadong, et al.
Published: (2024)

Improving Generalization of Medical Image Registration Foundation Model
by: Hu, Jing, et al.
Published: (2025)

Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation
by: Zhou, Shiwei, et al.
Published: (2025)

uniGradICON: A Foundation Model for Medical Image Registration
by: Tian, Lin, et al.
Published: (2024)