| SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers | Jun 9, 2023 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 2 | 5 |
| A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application | Oct 22, 2023 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
| Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds | Jan 1, 2023 | Continual Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling | Jul 22, 2024 | Continual Semantic SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| Mitigating Background Shift in Class-Incremental Semantic Segmentation | Jul 16, 2024 | Class Incremental LearningClass-Incremental Semantic Segmentation | CodeCode Available | 1 | 5 |
| PLOP: Learning without Forgetting for Continual Semantic Segmentation | Nov 23, 2020 | Class Incremental LearningContinual Learning | CodeCode Available | 1 | 5 |
| Representation Compensation Networks for Continual Semantic Segmentation | Mar 10, 2022 | Class Incremental LearningContinual Learning | CodeCode Available | 1 | 5 |
| SATS: Self-Attention Transfer for Continual Semantic Segmentation | Mar 15, 2022 | Continual Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | Jun 22, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Strike a Balance in Continual Panoptic Segmentation | Jul 23, 2024 | Continual Panoptic SegmentationContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
| Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation | Jun 29, 2021 | Class Incremental LearningContinual Learning | CodeCode Available | 1 | 5 |
| ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer | Feb 26, 2024 | Continual Semantic SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery | Feb 8, 2024 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 0 | 5 |
| Unsupervised Model Adaptation for Continual Semantic Segmentation | Sep 26, 2020 | Continual Semantic SegmentationDomain Adaptation | CodeCode Available | 0 | 5 |
| Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation | Mar 28, 2025 | Continual Semantic SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| BACS: Background Aware Continual Semantic Segmentation | Apr 19, 2024 | Autonomous DrivingContinual Learning | CodeCode Available | 0 | 5 |
| Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection | Sep 20, 2022 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 0 | 5 |
| Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception | Jul 25, 2024 | Autonomous DrivingClass-Incremental Semantic Segmentation | —Unverified | 0 | 0 |
| Preparing the Future for Continual Semantic Segmentation | Jan 1, 2023 | Continual Semantic SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| RBC: Rectifying the Biased Context in Continual Semantic Segmentation | Mar 16, 2022 | Continual Semantic SegmentationSegmentation | —Unverified | 0 | 0 |
| Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation | Jan 1, 2022 | Continual LearningContinual Semantic Segmentation | —Unverified | 0 | 0 |
| CoMFormer: Continual Learning in Semantic and Panoptic Segmentation | Nov 25, 2022 | Continual LearningContinual Panoptic Segmentation | —Unverified | 0 | 0 |
| Continual Learning for Class- and Domain-Incremental Semantic Segmentation | Sep 16, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans | Feb 1, 2023 | Continual Semantic SegmentationDecoder | —Unverified | 0 | 0 |
