Image de couverture de livre

CA-GCL: Cross-Anatomy Global-Local Contrastive Learning for Robust 3D Medical Image Understanding

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Hanwen, Liu, Yao, Dai, Die, Yang, Jiaye, Liu, Qiao, Xie, Yutong, Wang, Peng
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

LocalGCL: Local-aware Contrastive Learning for Graphs
par: Jiang, Haojun, et autres
Publié: (2024)

AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning
par: Liu, Ruyue, et autres
Publié: (2025)

ID-MixGCL: Identity Mixup for Graph Contrastive Learning
par: Zhang, Gehang, et autres
Publié: (2023)

TopoGCL: Topological Graph Contrastive Learning
par: Chen, Yuzhou, et autres
Publié: (2024)

GCL-GCN: Graphormer and Contrastive Learning Enhanced Attributed Graph Clustering Network
par: Li, Binxiong, et autres
Publié: (2025)

SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning
par: Peng, Tianhao, et autres
Publié: (2025)

Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives
par: Wang, Zihu, et autres
Publié: (2025)

Str-GCL: Structural Commonsense Driven Graph Contrastive Learning
par: He, Dongxiao, et autres
Publié: (2025)

DyGCL: Dynamic Graph Contrastive Learning For Event Prediction
par: Islam, Muhammed Ifte Khairul, et autres
Publié: (2024)

GenLie: A Global-Enhanced Lie Detection Network under Sparsity and Semantic Interference
par: Zhang, Zongshun, et autres
Publié: (2026)

CueGCL: Cluster-aware Personalized Self-Training for Unsupervised Graph Contrastive Learning
par: Li, Yuecheng, et autres
Publié: (2023)

Graph Contrastive Learning for Optimizing Sparse Data in Recommender Systems with LightGCL
par: Jatavallabha, Aravinda, et autres
Publié: (2025)

3D Medical Imaging Segmentation on Non-Contrast CT
par: Gang, Canxuan, et autres
Publié: (2025)

Single-Slice-to-3D Reconstruction in Medical Imaging and Natural Objects: A Comparative Benchmark with SAM 3D
par: Luo, Yan, et autres
Publié: (2026)

SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples
par: Shou, Yuntao, et autres
Publié: (2024)

HyperGCL: Multi-Modal Graph Contrastive Learning via Learnable Hypergraph Views
par: Saifuddin, Khaled Mohammed, et autres
Publié: (2025)

SE-GCL: An Event-Based Simple and Effective Graph Contrastive Learning for Text Representation
par: Meng, Tao, et autres
Publié: (2024)

GCL-OT: Graph Contrastive Learning with Optimal Transport for Heterophilic Text-Attributed Graphs
par: Ren, Yating, et autres
Publié: (2025)

LATEX-GCL: Large Language Models (LLMs)-Based Data Augmentation for Text-Attributed Graph Contrastive Learning
par: Yang, Haoran, et autres
Publié: (2024)

HTG-GCL: Leveraging Hierarchical Topological Granularity from Cellular Complexes for Graph Contrastive Learning
par: Ji, Qirui, et autres
Publié: (2025)

GCL-Sampler: Discovering Kernel Similarity for Sampled GPU Simulation via Graph Contrastive Learning
par: Wang, Jiaqi, et autres
Publié: (2026)

Benchmarking Robustness of Contrastive Learning Models for Medical Image-Report Retrieval
par: Deanda, Demetrio, et autres
Publié: (2025)

A Comprehensive Analysis of Mamba for 3D Volumetric Medical Image Segmentation
par: Wang, Chaohan, et autres
Publié: (2025)

Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning
par: Ding, Jun-En, et autres
Publié: (2024)

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

DRKF: Decoupled Representations with Knowledge Fusion for Multimodal Emotion Recognition
par: Jiang, Peiyuan, et autres
Publié: (2025)

MuDD: A Multimodal Deception Detection Dataset and GSR-Guided Progressive Distillation for Non-Contact Deception Detection
par: Jiang, Peiyuan, et autres
Publié: (2026)

RegionMed-CLIP: A Region-Aware Multimodal Contrastive Learning Pre-trained Model for Medical Image Understanding
par: Fang, Tianchen, et autres
Publié: (2025)

Robust Contrastive Graph Clustering with Adaptive Local-Global Integration
par: Zhang, Lei, et autres
Publié: (2026)

FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction
par: Duan, Yitong, et autres
Publié: (2025)

CA-Diff: Collaborative Anatomy Diffusion for Brain Tissue Segmentation
par: Xing, Qilong, et autres
Publié: (2025)

MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model
par: Ye, Yiwen, et autres
Publié: (2024)

SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation
par: Wang, Jia, et autres
Publié: (2025)

Hybrid CA –Deep Learning Model for 3D Urban Growth Simulation
par: Farasath Hasan, et autres
Publié: (2025)

Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes
par: Zhang, Tianwei, et autres
Publié: (2024)

Contrastive Learning on Medical Intents for Sequential Prescription Recommendation
par: Moghaddam, Arya Hadizadeh, et autres
Publié: (2024)

Text-Video Retrieval With Global-Local Contrastive Consistency Learning
par: Jing, Xiaolun, et autres
Publié: (2026)

Local-Global Multimodal Contrastive Learning for Molecular Property Prediction
par: Liu, Xiayu, et autres
Publié: (2026)

CrossVideo: Self-supervised Cross-modal Contrastive Learning for Point Cloud Video Understanding
par: Liu, Yunze, et autres
Publié: (2024)

Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization
par: Peng, Yitao, et autres
Publié: (2024)