Methods › Computer Vision › Face Recognition Models › CurricularFace
CurricularFace
Introduced by Yuge Huang et al. in CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
CurricularFace, or Adaptive Curriculum Learning, is a method for face recognition that embeds the idea of curriculum learning into the loss function to achieve a new training scheme. This training scheme mainly addresses easy samples in the early training stage and hard ones in the later stage. Specifically, CurricularFace adaptively adjusts the relative importance of easy and hard samples during different training stages.
Papers archive 2025-07-28
3 shown of 3, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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A Multi-task Adversarial Attack Against Face Authentication 15 Aug 2024 · 1 repository · arXiv:2408.08205
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FaceQAN: Face Image Quality Assessment Through Adversarial Noise Exploration 5 Dec 2022 · 1 repository · arXiv:2212.02127
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CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition 1 Apr 2020 · 2 repositories · arXiv:2004.00288Syntology ran 5 of 13 samples · 8 unverified
Tasks archive 2025-07-28
7 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Face Recognition | 2 |
| Adversarial Attack | 1 |
| Face Image Quality | 1 |
| Face Image Quality Assessment | 1 |
| Face Verification | 1 |
| Image Quality Assessment | 1 |
| Management | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections