{"total":27,"rows":[{"id":"2402.08871","title":"Position: Topological Deep Learning is the New Frontier for Relational Learning","created":"2024-02-14","cited_by_count":66,"area":null},{"id":"2501.18783","title":"RUN: Reversible Unfolding Network for Concealed Object Segmentation","created":"2025-01-30","cited_by_count":28,"area":null},{"id":"2407.01517","title":"Centerline Boundary Dice Loss for Vascular Segmentation","created":"2024-07-01","cited_by_count":27,"area":null},{"id":"2403.07185","title":"Uncertainty in Graph Neural Networks: A Survey","created":"2024-03-11","cited_by_count":23,"area":null},{"id":"2308.09887","title":"Calibrating Uncertainty for Semi-Supervised Crowd Counting","created":"2023-08-19","cited_by_count":22,"area":null},{"id":"2407.14754","title":"Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures","created":"2024-07-20","cited_by_count":13,"area":null},{"id":"2311.16447","title":"Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency","created":"2023-11-28","cited_by_count":11,"area":null},{"id":"2407.04683","title":"Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology","created":"2024-07-05","cited_by_count":8,"area":null},{"id":"2412.02076","title":"Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching","created":"2024-12-03","cited_by_count":8,"area":null},{"id":"2407.01419","title":"Neurovascular Segmentation in sOCT with Deep Learning and Synthetic Training Data","created":"2024-07-01","cited_by_count":4,"area":null},{"id":"2510.01532","title":"MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation","created":"2025-10-02","cited_by_count":3,"area":null},{"id":"2406.01315","title":"Scale-Free Image Keypoints Using Differentiable Persistent Homology","created":"2024-06-03","cited_by_count":2,"area":null},{"id":"2601.11409","title":"Topology-Guaranteed Image Segmentation: Enforcing Connectivity, Genus, and Width Constraints","created":"2026-01-16","cited_by_count":2,"area":null},{"id":"2409.17110","title":"MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular Morphologies","created":"2024-09-25","cited_by_count":1,"area":null},{"id":"2503.03365","title":"TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy","created":"2025-03-05","cited_by_count":1,"area":null},{"id":"2406.13128","title":"Evaluation of Blood Vessel Segmentation Methods on Hard-to-Detect Vascular Structures","created":"2024-06-19","cited_by_count":0,"area":null},{"id":"2407.08364","title":"Scalar Function Topology Divergence: Comparing Topology of 3D Objects","created":"2024-07-11","cited_by_count":0,"area":null},{"id":"2412.20608","title":"Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures","created":"2024-12-29","cited_by_count":0,"area":null},{"id":"2501.13470","title":"Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ Segmentation","created":"2025-01-23","cited_by_count":0,"area":null},{"id":"2506.18930","title":"Dynamic Exploration on Segment-Proposal Graphs for Tubular Centerline Tracking","created":"2025-06-21","cited_by_count":0,"area":null},{"id":"2507.14760","title":"QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems","created":"2025-07-19","cited_by_count":0,"area":null},{"id":"2508.17658","title":"Rethinking the Detail-Preserved Completion of Complex Tubular Structures based on Point Cloud: a Dataset and a Benchmark","created":"2025-08-25","cited_by_count":0,"area":null},{"id":"2511.22236","title":"Bridging 3D Deep Learning and Curation for Analysis and High-Quality Segmentation in Practice","created":"2025-11-27","cited_by_count":0,"area":null},{"id":"2604.15964","title":"Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2604.28159","title":"Continuous-tone Simple Points: An $\\ell_0$-Norm of Cyclic Gradient for Topology-Preserving Data-Driven Image Segmentation","created":"2026-04-30","cited_by_count":0,"area":null},{"id":"2605.25363","title":"MARVEL: Universal Murray's Law-informed Vessel Tree Segmentation and Topology Estimation","created":"2026-05-25","cited_by_count":0,"area":null},{"id":"2609.37884","title":"TopoEmbedX: A General Framework for Representation Learning on Topological Domains","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}