Methods › Computer Vision › Face Recognition Models › MFR
Meta Face Recognition
MFR
Introduced by Jianzhu Guo et al. in Learning Meta Face Recognition in Unseen Domains
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Meta Face Recognition (MFR) is a meta-learning face recognition method. MFR synthesizes the source/target domain shift with a meta-optimization objective, which requires the model to learn effective representations not only on synthesized source domains but also on synthesized target domains. Specifically, domain-shift batches are built through a domain-level sampling strategy and back-propagated gradients/meta-gradients are obtained on synthesized source/target domains by optimizing multi-domain distributions. The gradients and meta-gradients are further combined to update the model to improve generalization.
Papers archive 2025-07-28
19 shown of 19, 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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Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution 13 Apr 2025 · 1 repository · arXiv:2504.09566
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ANVIL: Anomaly-based Vulnerability Identification without Labelled Training Data 28 Aug 2024 · 0 repositories · arXiv:2408.16028
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EPL: Empirical Prototype Learning for Deep Face Recognition 21 May 2024 · 1 repository · arXiv:2405.12447
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A Comprehensive Survey of Masked Faces: Recognition, Detection, and Unmasking 9 May 2024 · 0 repositories · arXiv:2405.05900
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Towards Progressive Multi-Frequency Representation for Image Warping 1 Jan 2024 · 1 repository
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Masked Face Dataset Generation and Masked Face Recognition 13 Nov 2023 · 3 repositories · arXiv:2311.07475
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Towards Large-scale Masked Face Recognition 25 Oct 2023 · 0 repositories · arXiv:2310.16364
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UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition 21 Sep 2023 · 1 repository
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Localization using Multi-Focal Spatial Attention for Masked Face Recognition 3 May 2023 · 0 repositories · arXiv:2305.01905
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Bayesian Non-parametric Hidden Markov Model for Agile Radar Pulse Sequences Streaming Analysis 9 Feb 2023 · 0 repositories · arXiv:2302.04407
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UniFace: Unified Cross-Entropy Loss for Deep Face Recognition 1 Jan 2023 · 1 repository
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Masked Face Recognition Challenge: The InsightFace Track Report 18 Aug 2021 · 1 repository · arXiv:2108.08191
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Masked Face Recognition Challenge: The WebFace260M Track Report 16 Aug 2021 · 0 repositories · arXiv:2108.07189
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My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition 2 Aug 2021 · 0 repositories · arXiv:2108.00996
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Visual Modulation of Human Responses to Support Surface Translation 5 Mar 2021 · 0 repositories · arXiv:2103.03722
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Optical Flow Estimation via Motion Feature Recovery 16 Jan 2021 · 0 repositories · arXiv:2101.06333
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Globally Optimal and Efficient Manhattan Frame Estimation by Delimiting Rotation Search Space 1 Jan 2021 · 0 repositories
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Efficient Kernel based Matched Filter Approach for Segmentation of Retinal Blood Vessels 7 Dec 2020 · 0 repositories · arXiv:2012.03601
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Learning Meta Face Recognition in Unseen Domains 17 Mar 2020 · 8 repositories · arXiv:2003.07733
Tasks archive 2025-07-28
20 shown of 25 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
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