% Key papers for Distillation-based continual segmentation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2021_plop_17562, title = {{PLOP: Learning Without Forgetting for Continual Semantic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2021_continual_16746, title = {{Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2022_representation_19712, title = {{Representation Compensation Networks for Continual Semantic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_class_18455, title = {{Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_continual_20645, title = {{Continual Semantic Segmentation With Automatic Memory Sample Selection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22830}, } @inproceedings{cvpr2023_comformer_20597, title = {{CoMFormer: Continual Learning in Semantic and Panoptic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21660}, } @inproceedings{cvpr2024_continual_23032, title = {{Continual Segmentation with Disentangled Objectness Learning and Class Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30568}, } @inproceedings{aaai2024_tikp_7480, title = {{TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29598}, } @inproceedings{neurips2023_fairness_67742, title = {{Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/72011}, } @inproceedings{cvpr2025_beyond_25574, title = {{Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33074}, } @inproceedings{cvpr2025_falcon_26203, title = {{FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32586}, } @inproceedings{cvpr2025_rethinking_27447, title = {{Rethinking Query-based Transformer for Continual Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34538}, } @inproceedings{aaai2024_attacks_5217, title = {{Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28509}, } @inproceedings{neurips2022_continual_65718, title = {{Continual Learning with Evolving Class Ontologies}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55090}, } @inproceedings{aaai2025_aakr_7948, title = {{AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34379}, } @inproceedings{aaai2026_decoupling_100706, title = {{Decoupling Continual Semantic Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/42446}, } @inproceedings{iclr2025_adapt_81541, title = {{ADAPT: Attentive Self-Distillation and Dual-Decoder Prediction Fusion for Continual Panoptic Segmentation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/30235}, }