% Key papers for Augmentation and mixture-of-experts generalization (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2021_robustnet_17777, title = {{RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2020_regularized_103766, title = {{Regularized Fine-Grained Meta Face Anti-Spoofing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6873}, } @inproceedings{cvpr2016_learning_11652, title = {{Learning Attributes Equals Multi-Source Domain Generalization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2020_learning_15770, title = {{Learning Meta Face Recognition in Unseen Domains}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2021_domain_462, title = {{Domain General Face Forgery Detection by Learning to Weight}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/02638-domain-general-face-forgery-detection-by-learning-to-weight/}, } @inproceedings{cvpr2021_open_17543, title = {{Open Domain Generalization with Domain-Augmented Meta-Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2022_style_19945, title = {{Style Neophile: Constantly Seeking Novel Styles for Domain Generalization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_rethinking_22043, title = {{Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22436}, } @inproceedings{aaai2022_puregaze_2598, title = {{PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/00436-puregaze-purifying-gaze-feature-for-generalizable-gaze-estimation/}, } @inproceedings{iclr2019_learning_29140, title = {{Learning Robust Representations by Projecting Superficial Statistics Out}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2019}, url = {https://iclr.cc/virtual/2019/poster/793}, } @inproceedings{cvpr2022_revisiting_19737, title = {{Revisiting Domain Generalized Stereo Matching Networks From a Feature Consistency Perspective}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2020_focus_15559, title = {{Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2024_cfpl_22908, title = {{CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30953}, } @inproceedings{aaai2022_dirl_1913, title = {{DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/02884-dirl-domain-invariant-representation-learning-for-generalizable-semantic-segmentation/}, } @inproceedings{cvpr2023_progressive_21927, title = {{Progressive Random Convolutions for Single Domain Generalization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23135}, } @inproceedings{cvpr2023_multi_21618, title = {{Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22853}, } @inproceedings{cvpr2022_meta_19333, title = {{Meta Convolutional Neural Networks for Single Domain Generalization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_unsupervised_20141, title = {{Unsupervised Domain Generalization by Learning a Bridge Across Domains}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2019_compact_13950, title = {{Compact Feature Learning for Multi-Domain Image Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2023_domain_20835, title = {{Domain Generalized Stereo Matching via Hierarchical Visual Transformation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21530}, } @inproceedings{cvpr2024_unknown_25147, title = {{Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30422}, } @inproceedings{aaai2024_gaze_6106, title = {{Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28452}, } @inproceedings{aaai2025_improving_9529, title = {{Improving Generalization for AI-Synthesized Voice Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34221}, } @inproceedings{aaai2025_gaze_9306, title = {{Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33060}, } @inproceedings{aaai2024_memory_6624, title = {{Memory-Efficient Prompt Tuning for Incremental Histopathology Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28615}, } @inproceedings{aaai2025_dgfamba_8606, title = {{DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32181}, } @inproceedings{neurips2025_towards_75794, title = {{Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=C5e4TGdCJ3}, } @inproceedings{aaai2026_causal_105558, title = {{Causal Decoupling Domain Generalization for Remote Sensing Change Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38314}, } @inproceedings{cvpr2025_tarot_27806, title = {{TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34939}, } @inproceedings{icml2025_when_47011, title = {{When and How Does CLIP Enable Domain and Compositional Generalization?}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45573}, } @inproceedings{iclr2025_hilo_80639, title = {{HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/31128}, } @inproceedings{iclr2026_elvis_85053, title = {{ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=9nphGvSatt}, } @inproceedings{iclr2026_heegnet_85260, title = {{HEEGNet: Hyperbolic Embeddings for EEG}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=CNDNRjpVIL}, } @inproceedings{neurips2026_the_91870, title = {{The Shape of Events: Edge-Based Inductive Biases via Cross-Domain Distillation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/148705}, } @inproceedings{aaai2026_channel_104132, title = {{Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37661}, } @inproceedings{aaai2026_energy_107202, title = {{Energy-guided Dual Domain-invariant Prompting Framework with Fourier Regularization for Generalized Few-Shot Medical Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39554}, } @inproceedings{cvpr2026_towards_96527, title = {{Towards Generalized Representations for Low-Light Understanding: When Signal Constancy Meets Semantic Enrichment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Li_Towards_Generalized_Representations_for_Low-Light_Understanding_When_Signal_Constancy_Meets_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_through_98639, title = {{Through the Frequency Lens: Cross-Domain Generalisable Gaze Estimation with Adaptive Modulation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Xu_Through_the_Frequency_Lens_Cross-Domain_Generalisable_Gaze_Estimation_with_Adaptive_CVPR_2026_paper.html}, }