{"total":26,"rows":[{"id":"2302.01735","title":"Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective","created":"2023-02-03","cited_by_count":43,"area":null},{"id":"2303.00874","title":"Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training","created":"2023-03-02","cited_by_count":37,"area":null},{"id":"2304.04106","title":"MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation","created":"2023-04-08","cited_by_count":34,"area":null},{"id":"2404.03635","title":"WorDepth: Variational Language Prior for Monocular Depth Estimation","created":"2024-04-04","cited_by_count":34,"area":null},{"id":"2302.14138","title":"Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations","created":"2023-02-27","cited_by_count":18,"area":null},{"id":"2306.14462","title":"Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation","created":"2023-06-26","cited_by_count":13,"area":null},{"id":"2304.06662","title":"Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions","created":"2023-04-13","cited_by_count":11,"area":null},{"id":"2302.05043","title":"A Review of Predictive and Contrastive Self-supervised Learning for Medical Images","created":"2023-02-10","cited_by_count":10,"area":null},{"id":"2304.02689","title":"ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast","created":"2023-04-05","cited_by_count":9,"area":null},{"id":"2506.20741","title":"OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal Transport","created":"2025-06-25","cited_by_count":8,"area":null},{"id":"2508.03511","title":"MAUP: Training-free Multi-center Adaptive Uncertainty-aware Prompting for Cross-domain Few-shot Medical Image Segmentation","created":"2025-08-05","cited_by_count":8,"area":null},{"id":"2307.01957","title":"Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane","created":"2023-07-04","cited_by_count":6,"area":null},{"id":"2211.07118","title":"Information-guided pixel augmentation for pixel-wise contrastive learning","created":"2022-11-14","cited_by_count":4,"area":null},{"id":"2309.08888","title":"GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels","created":"2023-09-16","cited_by_count":4,"area":null},{"id":"2502.05282","title":"Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning","created":"2025-02-07","cited_by_count":4,"area":null},{"id":"2304.03406","title":"Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation","created":"2023-04-06","cited_by_count":3,"area":null},{"id":"2503.02717","title":"Catheter Detection and Segmentation in X-ray Images via Multi-task Learning","created":"2025-03-04","cited_by_count":3,"area":null},{"id":"2505.13584","title":"Self-Supervised Learning for Image Segmentation: A Comprehensive Survey","created":"2025-05-19","cited_by_count":3,"area":null},{"id":"2506.20850","title":"Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision","created":"2025-06-25","cited_by_count":3,"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":"2307.01969","title":"Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels","created":"2023-07-05","cited_by_count":2,"area":null},{"id":"2511.19953","title":"Supervise Less, See More: Training-free Nuclear Instance Segmentation with Prototype-Guided Prompting","created":"2025-11-25","cited_by_count":2,"area":null},{"id":"2302.10390","title":"DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images","created":"2023-02-21","cited_by_count":1,"area":null},{"id":"2307.12619","title":"Sparse annotation strategies for segmentation of short axis cardiac MRI","created":"2023-07-24","cited_by_count":1,"area":null},{"id":"2402.16825","title":"Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel bases","created":"2024-02-26","cited_by_count":0,"area":null},{"id":"2507.12105","title":"Out-of-distribution data supervision towards biomedical semantic segmentation","created":"2025-07-16","cited_by_count":0,"area":null}],"next_cursor":null}