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Kevin Musgrave authored Nov 2, 2024
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| [**SphereFaceLoss**](https://kevinmusgrave.github.io/pytorch-metric-learning/losses/#spherefaceloss) | [SphereFace: Deep Hypersphere Embedding for Face Recognition](https://arxiv.org/pdf/1704.08063.pdf)
| [**SubCenterArcFaceLoss**](https://kevinmusgrave.github.io/pytorch-metric-learning/losses/#subcenterarcfaceloss) | [Sub-center ArcFace: Boosting Face Recognition by Large-scale Noisy Web Faces](https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123560715.pdf)
| [**SupConLoss**](https://kevinmusgrave.github.io/pytorch-metric-learning/losses/#supconloss) | [Supervised Contrastive Learning](https://arxiv.org/abs/2004.11362)
| [**ThresholdConsistentMarginLoss**](https://kevinmusgrave.github.io/pytorch-metric-learning/losses/#thresholdconsistentmarginloss) | [Threshold-Consistent Margin Loss for Open-World Deep Metric Learning](https://arxiv.org/pdf/2307.04047)
| [**TripletMarginLoss**](https://kevinmusgrave.github.io/pytorch-metric-learning/losses/#tripletmarginloss) | [Distance Metric Learning for Large Margin Nearest Neighbor Classification](https://papers.nips.cc/paper/2795-distance-metric-learning-for-large-margin-nearest-neighbor-classification.pdf)
| [**TupletMarginLoss**](https://kevinmusgrave.github.io/pytorch-metric-learning/losses/#tupletmarginloss) | [Deep Metric Learning with Tuplet Margin Loss](http://openaccess.thecvf.com/content_ICCV_2019/papers/Yu_Deep_Metric_Learning_With_Tuplet_Margin_Loss_ICCV_2019_paper.pdf)
| [**VICRegLoss**](https://kevinmusgrave.github.io/pytorch-metric-learning/losses/#vicregloss) | [VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning](https://arxiv.org/pdf/2105.04906.pdf)
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