{"total":48,"rows":[{"id":"2410.10777","title":"UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation","created":"2024-10-14","cited_by_count":54,"area":null},{"id":"2306.04300","title":"CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation","created":"2023-06-07","cited_by_count":44,"area":null},{"id":"2311.16241","title":"SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance","created":"2023-11-27","cited_by_count":41,"area":null},{"id":"2502.06756","title":"SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement","created":"2025-02-10","cited_by_count":20,"area":null},{"id":"2403.06462","title":"Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation","created":"2024-03-11","cited_by_count":16,"area":null},{"id":"2403.07630","title":"Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation","created":"2024-03-12","cited_by_count":16,"area":null},{"id":"2412.17337","title":"Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding","created":"2024-12-23","cited_by_count":14,"area":null},{"id":"2407.04036","title":"Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier","created":"2024-07-04","cited_by_count":12,"area":null},{"id":"2305.02693","title":"Semi-supervised Domain Adaptation via Prototype-based Multi-level Learning","created":"2023-05-04","cited_by_count":9,"area":null},{"id":"2312.05286","title":"Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors","created":"2023-12-08","cited_by_count":9,"area":null},{"id":"2307.09755","title":"Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation","created":"2023-07-19","cited_by_count":8,"area":null},{"id":"2308.13900","title":"Semi-Supervised Semantic Segmentation via Marginal Contextual Information","created":"2023-08-26","cited_by_count":8,"area":null},{"id":"2503.17914","title":"Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning","created":"2025-03-23","cited_by_count":8,"area":null},{"id":"2405.20610","title":"PrevMatch: Revisiting and Maximizing Temporal Knowledge in Semi-Supervised Semantic Segmentation","created":"2024-05-31","cited_by_count":6,"area":null},{"id":"2509.16704","title":"When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation","created":"2025-09-20","cited_by_count":6,"area":null},{"id":"2307.13938","title":"Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network","created":"2023-07-26","cited_by_count":4,"area":null},{"id":"2312.08631","title":"Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization","created":"2023-12-14","cited_by_count":4,"area":null},{"id":"2507.00566","title":"Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature Alignment","created":"2025-07-01","cited_by_count":4,"area":null},{"id":"2507.15803","title":"ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction","created":"2025-07-21","cited_by_count":4,"area":null},{"id":"2211.12425","title":"Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation","created":"2022-11-22","cited_by_count":3,"area":null},{"id":"2305.10344","title":"Confidence-Guided Semi-supervised Learning in Land Cover Classification","created":"2023-05-17","cited_by_count":3,"area":null},{"id":"2401.14074","title":"ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation","created":"2024-01-25","cited_by_count":3,"area":null},{"id":"2402.18117","title":"PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation","created":"2024-02-28","cited_by_count":3,"area":null},{"id":"2408.05803","title":"Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI","created":"2024-08-11","cited_by_count":3,"area":null},{"id":"2506.05917","title":"Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness","created":"2025-06-06","cited_by_count":3,"area":null},{"id":"2508.17186","title":"Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting","created":"2025-08-24","cited_by_count":3,"area":null},{"id":"2307.10097","title":"Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic Segmentation","created":"2023-07-19","cited_by_count":2,"area":null},{"id":"2407.12630","title":"Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation","created":"2024-07-17","cited_by_count":2,"area":null},{"id":"2501.19227","title":"Integrating Semi-Supervised and Active Learning for Semantic Segmentation","created":"2025-01-31","cited_by_count":2,"area":null},{"id":"2506.11142","title":"FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic Segmentation","created":"2025-06-11","cited_by_count":2,"area":null},{"id":"2512.06870","title":"Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective","created":"2025-12-07","cited_by_count":2,"area":null},{"id":"2303.09794","title":"Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation","created":"2023-03-17","cited_by_count":1,"area":null},{"id":"2404.02065","title":"Multi-Level Label Correction by Distilling Proximate Patterns for Semi-supervised Semantic Segmentation","created":"2024-04-02","cited_by_count":1,"area":null},{"id":"2407.21586","title":"Adaptive Mix for Semi-Supervised Medical Image Segmentation","created":"2024-07-31","cited_by_count":1,"area":null},{"id":"2408.16520","title":"Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment","created":"2024-08-29","cited_by_count":1,"area":null},{"id":"2502.07331","title":"ERANet: Edge Replacement Augmentation for Semi-Supervised Meniscus Segmentation with Prototype Consistency Alignment and Conditional Self-Training","created":"2025-02-11","cited_by_count":1,"area":null},{"id":"2503.10693","title":"Knowledge Consultation for Semi-Supervised Semantic Segmentation","created":"2025-03-12","cited_by_count":1,"area":null},{"id":"2309.04659","title":"Progressive Feature Adjustment for Semi-supervised Learning from Pretrained Models","created":"2023-09-09","cited_by_count":0,"area":null},{"id":"2408.03977","title":"Learning from Noisy Labels for Long-tailed Data via Optimal Transport","created":"2024-08-07","cited_by_count":0,"area":null},{"id":"2411.05307","title":"Revisiting Network Perturbation for Semi-Supervised Semantic Segmentation","created":"2024-11-08","cited_by_count":0,"area":null},{"id":"2501.01126","title":"Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation","created":"2025-01-02","cited_by_count":0,"area":null},{"id":"2507.03302","title":"Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model","created":"2025-07-04","cited_by_count":0,"area":null},{"id":"2508.02254","title":"Semi-Supervised Semantic Segmentation via Derivative Label Propagation","created":"2025-08-04","cited_by_count":0,"area":null},{"id":"2603.00372","title":"Unsupervised Semantic Segmentation in Synchrotron Computed Tomography with Self-Correcting Pseudo Labels","created":"2026-02-27","cited_by_count":0,"area":null},{"id":"2604.14805","title":"From Boundaries to Semantics: Prompt-Guided Multi-Task Learning for Petrographic Thin-section Segmentation","created":"2026-04-16","cited_by_count":0,"area":null},{"id":"2604.22824","title":"WeatherSeg: Weather-Robust Image Segmentation using Teacher-Student Dual Learning and Classifier-Updating Attention","created":"2026-04-19","cited_by_count":0,"area":null},{"id":"2605.11771","title":"Revisiting Shadow Detection from a Vision-Language Perspective","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2607.02051","title":"Embracing Intra-Class Heterogeneity for Semi-Supervised Medical Image Segmentation: From Diversity to Precision","created":"2026-07-02","cited_by_count":0,"area":null}],"next_cursor":null}