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References from A Stationary (and Therefore Compatible) Representation is All You Need. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1109/tpami.2013.50
10.1109/tpami.2013.50 · External reference
10.1109/tpami.2020.2981604
10.1109/tpami.2020.2981604 · External reference
10.1109/tpami.2022.3218591
10.1109/tpami.2022.3218591 · External reference
10.1109/cvpr46437.2021.00781
10.1109/cvpr46437.2021.00781 · External reference
10.5244/c.34.19
10.5244/c.34.19 · External reference
10.1109/wacv48630.2021.00124
10.1109/wacv48630.2021.00124 · External reference
Continual learning for visual search with backward consistent feature embedding
2022 · External reference
10.1109/tpami.2023.3297058
10.1109/tpami.2023.3297058 · External reference
10.1109/cvpr42600.2020.00640
10.1109/cvpr42600.2020.00640 · External reference
10.52202/068431-1419
10.52202/068431-1419 · External reference
10.18653/v1/p19-1355
10.18653/v1/p19-1355 · External reference
10.1038/s41591-018-0272-7
10.1038/s41591-018-0272-7 · External reference
10.5244/c.34.55
10.5244/c.34.55 · External reference
10.1109/tpami.2023.3259542
10.1109/tpami.2023.3259542 · External reference
10.1109/iccv48922.2021.00979
10.1109/iccv48922.2021.00979 · External reference
10.24963/ijcai.2022/225
10.24963/ijcai.2022/225 · External reference
10.1109/cvpr46437.2021.01058
10.1109/cvpr46437.2021.01058 · External reference
10.1109/cvpr52729.2023.01459
10.1109/cvpr52729.2023.01459 · External reference
Hot-refresh model upgrades with regression-free compatible training in image retrieval
2021 · External reference
10.1109/tmm.2022.3219680
10.1109/tmm.2022.3219680 · External reference
10.1007/978-3-030-58517-4_41
10.1007/978-3-030-58517-4_41 · External reference
10.1145/3564786
10.1145/3564786 · External reference
Learning along the arrow of time: Hyperbolic geometry for backward-compatible representation learning
2025 · External reference
10.1109/tpami.2024.3490777
10.1109/tpami.2024.3490777 · External reference
Query drift compensation: Enabling compatibility in continual learning of retrieval embedding models
2025 · External reference
10.1109/tnnls.2021.3056762
10.1109/tnnls.2021.3056762 · External reference
10.1007/s43670-022-00027-5
10.1007/s43670-022-00027-5 · External reference
A geometric analysis of neural collapse with unconstrained features
2021 · External reference
10.1109/cvpr52733.2024.02720
10.1109/cvpr52733.2024.02720 · External reference
10.1109/cvpr.2019.01010
10.1109/cvpr.2019.01010 · External reference
Forward compatible training for representation learning
2022 · External reference
I. Patras, and A. del Bimbo-orthogonality regularization for compatible representation learning
2026 · External reference
10.1073/pnas.2015509117
10.1073/pnas.2015509117 · External reference
Neural collapse: A review on modelling principles and generalization
2023 · External reference
10.1016/j.laa.2018.06.004
10.1016/j.laa.2018.06.004 · External reference
10.1073/pnas.2103091118
10.1073/pnas.2103091118 · External reference
An unconstrained layer-peeled perspective on neural collapse
2022 · External reference
10.52202/068431-2753
10.52202/068431-2753 · External reference
Neural collapse under MSE loss: Proximity to and dynamics on the central path
2022 · External reference
Maximally compact and separated features with regular polytope networks
2019 · External reference
10.1109/icpr48806.2021.9413299
10.1109/icpr48806.2021.9413299 · External reference
Neural collapse inspired feature-classifier alignment for few-shot class-incremental learning
2022 · External reference
10.1109/cvpr52688.2022.00884
10.1109/cvpr52688.2022.00884 · External reference
Scaling laws for the out-of-distribution generalization of image classifiers
2021 · External reference
Broken neural scaling laws
2023 · External reference
Representation learning with contrastive predictive coding
2018 · External reference
Contrastive representation distillation
2020 · External reference
10.1007/978-3-030-58621-8_45
10.1007/978-3-030-58621-8_45 · External reference
10.1002/047174882x
10.1002/047174882x · External reference
10.1007/978-3-319-46478-7_31
10.1007/978-3-319-46478-7_31 · External reference
Learning multiple layers of features from tiny images
2009 · External reference
Tiny imagenet visual recognition challenge
2015 · External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
The caltech-UCSD birds-200-2011 dataset
2011 · External reference
A downsampled variant of imagenet as an alternative to the CIFAR datasets
2017 · External reference
Learning face representation from scratch
2014 · External reference
10.1109/iccv.2015.425
10.1109/iccv.2015.425 · External reference
DINOv3
2025 · External reference
10.5555/3524938.3525087
10.5555/3524938.3525087 · External reference
10.1109/cvpr.2017.587
10.1109/cvpr.2017.587 · External reference
10.1080/10586458.2016.1226209
10.1080/10586458.2016.1226209 · External reference
10.1109/cvpr.2019.00482
10.1109/cvpr.2019.00482 · External reference
Generalized neural collapse for a large number of classes
2024 · External reference
10.2307/2334223
10.2307/2334223 · External reference
10.1007/s13171-025-00387-9
10.1007/s13171-025-00387-9 · External reference
Two-player games for efficient non-convex constrained optimization
2019 · External reference
Churn reduction via distillation
2022 · External reference
10.52202/068431-1421
10.52202/068431-1421 · External reference
