CoMFormer: Continual Learning in Semantic and Panoptic Segmentation (CVPR2023) [paper / code]

Continual Semantic Segmentation with Automatic Memory Sample Selection (CVPR2023) [paper / code]

Incrementer: Transformer for Class-Incremental Semantic Segmentation with Knowledge Distillation Focusing on Old Class (CVPR2023) [paper / code]

EWF: Endpoints Weight Fusion for Class Incremental Semantic Segmentation (CVPR2023) [paper / code]

AWT: Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation (WACV2023) [paper / code]

SATS: Self-Attention Transfer for Continual Semantic Segmentation (PR2023) [paper / code]

SPPA: Continual Semantic Segmentation via Structure Preserving and Projected Feature Alignment (ECCV2022) [paper / code]

RBC: Rectifying the Biased Context in Continual Semantic Segmentation (ECCV2022) [paper / code]

MicroSeg: Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation (NeurIPS2022) [paper / code]

DKD: Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation (NeurIPS2022) [paper / code]

ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation (NeurIPS2022) [paper / code]

WILSON: Incremental Learning in Semantic Segmentation from Image Labels (CVPR2022) [paper / code]

RCIL: Representation Compensation Networks for Continual Semantic Segmentation (CVPR2022) [paper / code]

REMINDER: Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation (CVPR2022) [paper / code]

UCD: Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation (TPAMI2022) [paper / code]

SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning (NeurIPS2021) [paper / code]

PIFS: Prototype-based Incremental Few-Shot Semantic Segmentation (BMVC2021) [paper / code]

RECALL: Replay-based Continual Learning in Semantic Segmentation (ICCV2021) [paper / code]

PLOP: Learning without Forgetting for Continual Semantic Segmentation (CVPR2021) [paper / code]

SDR: Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations (CVPR2021) [paper / code]

Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions (CVPR2023) [paper / code]

SimCS: Simulation for Online Domain-Incremental Continual Segmentation (CVPRW2023) [paper / code]

An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions (CVPRW2022) [paper / code]

Multi-Domain Incremental Learning for Semantic Segmentation (WACV2022) [paper / code]