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Jinan Charafeddine

SCS-SupCon: Sigmoid-based common and style supervised contrastive learning with adaptive decision boundaries
Agentic AI: a comprehensive survey of architectures, applications, and future directions
Integrating ConvNeXt and vision transformers for enhancing facial age estimation
Towards Dynamic Self-Training for Scalable Semi-Supervised Learning on Graphs
Multi-view learning with graph convolution networks adopting diverse graphs and genuine deep feature fusion
Deep feature disentanglement for supervised contrastive learning: Application to image classification
Leveraging Graph Convolutional Networks for Semi-supervised Learning in Multi-view Non-graph Data
Semi-supervised learning for multi-view and non-graph data using Graph Convolutional Networks
Enhancing Generalization and Mitigating Overfitting in Deep Learning for Brain Cancer Diagnosis from MRI
Unified multi-view data clustering: Simultaneous learning of consensus coefficient matrix and similarity graph
Data Augmentation Techniques for Medical Image Segmentation - A Review
Mises-Fisher similarity-based boosted additive angular margin loss for breast cancer classification
LCAMix: Local-and-contour aware grid mixing based data augmentation for medical image segmentation
Towards unsupervised radiograph clustering for COVID-19: The use of graph-based multi-view clustering
Semi-supervised Classification through Data and Label Graph Fusion
Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity

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