| Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation | Oct 13, 2022 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 1 | 5 |
| Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation | Jul 19, 2024 | Class-Incremental Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation | Jan 1, 2023 | Class-Incremental Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation | Oct 12, 2022 | Class-Incremental 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 |
| CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation | Oct 10, 2023 | Class-Incremental Semantic SegmentationDiversity | CodeCode Available | 1 | 5 |
| Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation | Nov 13, 2022 | Class-Incremental Semantic SegmentationContinual 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 |
| CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent Transformation | Nov 5, 2024 | Class-Incremental Semantic SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Adaptive Prototype Replay for Class Incremental Semantic Segmentation | Dec 17, 2024 | Class-Incremental Semantic SegmentationIncremental Learning | CodeCode Available | 0 | 5 |
| IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation | Feb 7, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation | Dec 14, 2024 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 0 | 5 |
| Evolving Knowledge Mining for Class Incremental Segmentation | Jun 3, 2023 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation | Sep 16, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation | May 16, 2024 | Class-Incremental Semantic SegmentationIncremental Learning | CodeCode Available | 0 | 5 |
| Few-shot Class-Incremental Semantic Segmentation via Pseudo-Labeling and Knowledge Distillation | Aug 5, 2023 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Evidential Deep Learning for Class-Incremental Semantic Segmentation | Dec 6, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation | May 16, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation | Sep 13, 2024 | Class-Incremental Semantic SegmentationKnowledge Distillation | —Unverified | 0 | 0 |
| Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation | Jul 13, 2024 | Class-Incremental Semantic SegmentationExemplar-Free | —Unverified | 0 | 0 |
| Continual Learning for Class- and Domain-Incremental Semantic Segmentation | Sep 16, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation | Aug 2, 2023 | Class-Incremental Semantic SegmentationSegmentation | —Unverified | 0 | 0 |
| Endpoints Weight Fusion for Class Incremental Semantic Segmentation | Jan 1, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation | Aug 2, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation | Apr 2, 2021 | Class-Incremental Semantic SegmentationDiversity | —Unverified | 0 | 0 |
| Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class | Jan 1, 2023 | Class-Incremental Semantic SegmentationDecoder | —Unverified | 0 | 0 |
| Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory | Sep 27, 2023 | Class-Incremental Semantic SegmentationContrastive Learning | —Unverified | 0 | 0 |
| Modeling Unknown Semantic Labels as Uncertainty in the Prediction: Evidential Deep Learning for Class-Incremental Semantic Segmentation | Sep 29, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages | Mar 9, 2025 | Class-Incremental Semantic SegmentationFunctional Connectivity | —Unverified | 0 | 0 |
| Self-Training for Class-Incremental Semantic Segmentation | Dec 6, 2020 | Class-Incremental Semantic SegmentationIncremental Learning | —Unverified | 0 | 0 |
| Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception | Jul 25, 2024 | Autonomous DrivingClass-Incremental Semantic Segmentation | —Unverified | 0 | 0 |
