Image de couverture de livre

DuMeta++: Spatiotemporal Dual Meta-Learning for Generalizable Few-Shot Brain Tissue Segmentation Across Diverse Ages

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Sun, Yongheng, Shu, Jun, Ma, Jianhua, Wang, Fan
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Few-Shot Left Atrial Wall Segmentation in 3D LGE MRI via Meta-Learning
par: Al-Sanaani, Yusri, et autres
Publié: (2026)

Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
par: Zhou, Fei, et autres
Publié: (2024)

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation
par: Chen, Shuai, et autres
Publié: (2025)

Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification
par: Shi, Jiaying, et autres
Publié: (2024)

LMS-Net: A Learned Mumford-Shah Network For Few-Shot Medical Image Segmentation
par: Zhang, Shengdong, et autres
Publié: (2025)

MetaLab: Few-Shot Game Changer for Image Recognition
par: Qi, Chaofei, et autres
Publié: (2025)

Multimodal CLIP Inference for Meta-Few-Shot Image Classification
par: Ferragu, Constance, et autres
Publié: (2024)

MetaWeather: Few-Shot Weather-Degraded Image Restoration
par: Kim, Youngrae, et autres
Publié: (2023)

AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation
par: Sun, Yongheng, et autres
Publié: (2024)

Meta-FC: Meta-Learning with Feature Consistency for Robust and Generalizable Watermarking
par: Li, Yuheng, et autres
Publié: (2026)

Object-level Correlation for Few-Shot Segmentation
par: Wen, Chunlin, et autres
Publié: (2025)

Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning
par: Dong, Xingping, et autres
Publié: (2022)

Boosting Meta-Training with Base Class Information for Few-Shot Learning
par: Jiang, Weihao, et autres
Publié: (2024)

DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup
par: Qu, Zhen, et autres
Publié: (2025)

MetaCropFollow: Few-Shot Adaptation with Meta-Learning for Under-Canopy Navigation
par: Woehrle, Thomas, et autres
Publié: (2024)

Meta-Learning Guided Pruning for Few-Shot Plant Pathology on Edge Devices
par: Uddin, Mohammed Mudassir, et autres
Publié: (2026)

Continual HyperTransformer: A Meta-Learner for Continual Few-Shot Learning
par: Vladymyrov, Max, et autres
Publié: (2023)

MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification
par: Xiang, Tianqi, et autres
Publié: (2025)

Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images
par: Guan, Wenbin, et autres
Publié: (2024)

Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework
par: Li, Jun, et autres
Publié: (2025)

MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation
par: Zhang, Min, et autres
Publié: (2024)

Few-Shot Segmentation with Global and Local Contrastive Learning
par: Liu, Weide, et autres
Publié: (2021)

FewShotNeRF: Meta-Learning-based Novel View Synthesis for Rapid Scene-Specific Adaptation
par: Sivakumar, Piraveen, et autres
Publié: (2024)

Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation
par: Su, Jiapeng, et autres
Publié: (2024)

Through the Looking Glass: A Dual Perspective on Weakly-Supervised Few-Shot Segmentation
par: Ma, Jiaqi, et autres
Publié: (2025)

GeoTransfer : Generalizable Few-Shot Multi-View Reconstruction via Transfer Learning
par: Jena, Shubhendu, et autres
Publié: (2024)

Hybrid Mamba for Few-Shot Segmentation
par: Xu, Qianxiong, et autres
Publié: (2024)

Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation
par: Ming, Yu, et autres
Publié: (2024)

The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation
par: Nguyen, Thanh-Danh, et autres
Publié: (2023)

Selective, Regularized, and Calibrated: Harnessing Vision Foundation Models for Cross-Domain Few-Shot Semantic Segmentation
par: Ma, Junyuan, et autres
Publié: (2026)

Few-Shot Fruit Segmentation via Transfer Learning
par: James, Jordan A., et autres
Publié: (2024)

Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification
par: Di, Kexin, et autres
Publié: (2025)

DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation
par: Wu, Yuanchen, et autres
Publié: (2024)

DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation
par: Yang, Yitong, et autres
Publié: (2024)

SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation
par: Hu, Yueyang, et autres
Publié: (2025)

Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks
par: Liu, Xinyue, et autres
Publié: (2024)

Eliminating Feature Ambiguity for Few-Shot Segmentation
par: Xu, Qianxiong, et autres
Publié: (2024)

Dual Distillation for Few-Shot Anomaly Detection
par: Dong, Le, et autres
Publié: (2026)

Unify the Views: View-Consistent Prototype Learning for Few-Shot Segmentation
par: Liu, Hongli, et autres
Publié: (2026)

Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation
par: Thrainer, Christina, et autres
Publié: (2025)