% Key papers for Domain-incremental learning with memory (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2022_learn_19165, title = {{Learn From Others and Be Yourself in Heterogeneous Federated Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{neurips2018_life_57336, title = {{Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11937}, } @inproceedings{cvpr2021_continual_16744, title = {{Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2021_gradient_678, title = {{Gradient Regularized Contrastive Learning for Continual Domain Adaptation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/02665-gradient-regularized-contrastive-learning-for-continual-domain-adaptation/}, } @inproceedings{cvpr2022_general_18915, title = {{General Incremental Learning With Domain-Aware Categorical Representations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_on_19501, title = {{On Generalizing Beyond Domains in Cross-Domain Continual Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2024_multi_6688, title = {{Multi-Domain Incremental Learning for Face Presentation Attack Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28359}, } @inproceedings{aaai2020_incremental_103581, title = {{Incremental Multi-Domain Learning with Network Latent Tensor Factorization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6617}, } @inproceedings{aaai2021_multi_1015, title = {{Multi-Domain Multi-Task Rehearsal for Lifelong Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/08819-multi-domain-multi-task-rehearsal-for-lifelong-learning/}, } @inproceedings{neurips2021_lifelong_63078, title = {{Lifelong Domain Adaptation via Consolidated Internal Distribution}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/28015}, } @inproceedings{aaai2024_non_6786, title = {{Non-exemplar Domain Incremental Object Detection via Learning Domain Bias}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29427}, } @inproceedings{aaai2024_mind_6582, title = {{MIND: Multi-Task Incremental Network Distillation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28987}, } @inproceedings{cvpr2023_unsupervised_22479, title = {{Unsupervised Continual Semantic Adaptation Through Neural Rendering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22089}, } @inproceedings{cvpr2020_sequential_16228, title = {{Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2023_principles_21910, title = {{Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21087}, } @inproceedings{cvpr2025_dual_26015, title = {{Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33334}, } @inproceedings{aaai2024_semantic_7303, title = {{Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28477}, } @inproceedings{cvpr2018_deep_12965, title = {{Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Jamal_Deep_Face_Detector_CVPR_2018_paper.html}, } @inproceedings{cvpr2025_boosting_25609, title = {{Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33144}, } @inproceedings{neurips2023_a_67485, title = {{A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/72249}, } @inproceedings{aaai2024_hop_6182, title = {{HOP to the Next Tasks and Domains for Continual Learning in NLP}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29349}, } @inproceedings{cvpr2025_protodepth_27323, title = {{ProtoDepth: Unsupervised Continual Depth Completion with Prototypes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34283}, } @inproceedings{aaai2025_dualcp_8830, title = {{DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35418}, } @inproceedings{neurips2024_continual_72629, title = {{Continual Learning in the Frequency Domain}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94751}, } @inproceedings{neurips2024_advancing_72952, title = {{Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94460}, } @inproceedings{aaai2024_domain_5745, title = {{Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27992}, } @inproceedings{cvpr2025_adaptcmvc_25433, title = {{AdaptCMVC: Robust Adaption to Incremental Views in Continual Multi-view Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33769}, } @inproceedings{aaai2024_simcs_7338, title = {{SimCS: Simulation for Domain Incremental Online Continual Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28952}, } @inproceedings{neurips2024_dofit_71251, title = {{DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95992}, } @inproceedings{aaai2025_fr_9116, title = {{FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32953}, } @inproceedings{neurips2025_graphkeeper_75636, title = {{GraphKeeper: Graph Domain-Incremental Learning via Knowledge Disentanglement and Preservation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=AIlaBrwwJO}, } @inproceedings{aaai2025_condo_8485, title = {{ConDo: Continual Domain Expansion for Absolute Pose Regression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33603}, } @inproceedings{icml2024_gradual_43291, title = {{Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/35161}, } @inproceedings{icml2025_addressing_47997, title = {{Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/44608}, }