{"total":25,"rows":[{"id":"2402.18528","title":"Gradient Reweighting: Towards Imbalanced Class-Incremental Learning","created":"2024-02-28","cited_by_count":37,"area":null},{"id":"2310.14277","title":"A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application","created":"2023-10-22","cited_by_count":21,"area":null},{"id":"2303.10139","title":"Distill n' Explain: explaining graph neural networks using simple surrogates","created":"2023-03-17","cited_by_count":18,"area":null},{"id":"2507.07831","title":"Rethinking Query-based Transformer for Continual Image Segmentation","created":"2025-07-10","cited_by_count":14,"area":null},{"id":"2307.10822","title":"Gradient-Semantic Compensation for Incremental Semantic Segmentation","created":"2023-07-20","cited_by_count":10,"area":null},{"id":"2407.16354","title":"Strike a Balance in Continual Panoptic Segmentation","created":"2024-07-23","cited_by_count":10,"area":null},{"id":"2407.18145","title":"Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception","created":"2024-07-25","cited_by_count":8,"area":null},{"id":"2407.09047","title":"Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation","created":"2024-07-12","cited_by_count":7,"area":null},{"id":"2407.14142","title":"Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation","created":"2024-07-19","cited_by_count":7,"area":null},{"id":"2407.15429","title":"Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling","created":"2024-07-22","cited_by_count":6,"area":null},{"id":"2503.22136","title":"Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation","created":"2025-03-28","cited_by_count":6,"area":null},{"id":"2504.04156","title":"CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation","created":"2025-04-05","cited_by_count":6,"area":null},{"id":"2407.14242","title":"Continual Panoptic Perception: Towards Multi-modal Incremental Interpretation of Remote Sensing Images","created":"2024-07-19","cited_by_count":4,"area":null},{"id":"2508.01713","title":"Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation","created":"2025-08-03","cited_by_count":3,"area":null},{"id":"2604.03212","title":"ProtoFlow: Mitigating Forgetting in Class-Incremental Remote Sensing Segmentation via Low-Curvature Prototype Flow","created":"2026-04-03","cited_by_count":3,"area":null},{"id":"2404.13148","title":"BACS: Background Aware Continual Semantic Segmentation","created":"2024-04-19","cited_by_count":2,"area":null},{"id":"2412.10834","title":"CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds","created":"2024-12-14","cited_by_count":2,"area":null},{"id":"2508.05065","title":"Decoupling Continual Semantic Segmentation","created":"2025-08-07","cited_by_count":2,"area":null},{"id":"2405.09858","title":"Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation","created":"2024-05-16","cited_by_count":1,"area":null},{"id":"2505.10781","title":"Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation","created":"2025-05-16","cited_by_count":1,"area":null},{"id":"2306.02027","title":"Evolving Knowledge Mining for Class Incremental Segmentation","created":"2023-06-03","cited_by_count":0,"area":null},{"id":"2508.04267","title":"Revisiting Continual Semantic Segmentation with Pre-trained Vision Models","created":"2025-08-06","cited_by_count":0,"area":null},{"id":"2601.15643","title":"Evolving Without Ending: Unifying Multimodal Incremental Learning for Continual Panoptic Perception","created":"2026-01-22","cited_by_count":0,"area":null},{"id":"2605.27128","title":"PILOT: A Data-Free Continual Learning Approach for Real-Time Semantic Segmentation via Boundary Guidance","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2607.04711","title":"Learning Probabilistic Prompt for Continual Learning","created":"2026-07-06","cited_by_count":0,"area":null}],"next_cursor":null}