Methods › General › Regularization › SCN
Self-Cure Network
SCN
Introduced by Kai Wang et al. in Suppressing Uncertainties for Large-Scale Facial Expression Recognition
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Self-Cure Network, or SCN, is a method for suppressing uncertainties for large-scale facial expression recognition, prventing deep networks from overfitting uncertain facial images. Specifically, SCN suppresses the uncertainty from two different aspects: 1) a self-attention mechanism over mini-batch to weight each training sample with a ranking regularization, and 2) a careful relabeling mechanism to modify the labels of these samples in the lowest-ranked group.
Papers archive 2025-07-28
18 shown of 18, 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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Systemic risk mitigation in supply chains through network rewiring 17 Apr 2025 · 0 repositories · arXiv:2504.12955
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Supply chain network rewiring dynamics at the firm-level 26 Mar 2025 · 1 repository · arXiv:2503.20594
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Inventory Consensus Control in Supply Chain Networks using Dissipativity-Based Control and Topology Co-Design 10 Feb 2025 · 0 repositories · arXiv:2502.06580
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Kernel Stochastic Configuration Networks for Nonlinear Regression 8 Dec 2024 · 0 repositories · arXiv:2412.05846
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Deeper Insights into Learning Performance of Stochastic Configuration Networks 13 Nov 2024 · 0 repositories · arXiv:2411.08544
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Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net 19 Dec 2023 · 0 repositories · arXiv:2312.12189
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Estimating the impact of supply chain network contagion on financial stability 4 May 2023 · 0 repositories · arXiv:2305.04865
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Closed-form control with spike coding networks 25 Dec 2022 · 1 repository · arXiv:2212.12887
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A structurally informed model for modulating functional connectivity 24 Aug 2022 · 0 repositories · arXiv:2208.11631
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Spherical Channels for Modeling Atomic Interactions 29 Jun 2022 · 2 repositories · arXiv:2206.14331
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Orthogonal Stochastic Configuration Networks with Adaptive Construction Parameter for Data Analytics 26 May 2022 · 0 repositories · arXiv:2205.13191
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New methods of removing debris and high-throughput counting of cyst nematode eggs extracted from field soil 25 May 2022 · 0 repositories · arXiv:2205.13363
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Robotic agricultural instrument for automated extraction of nematode cysts and eggs from soil to improve integrated pest management 24 May 2022 · 0 repositories · arXiv:2205.11757
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A New Learning Paradigm for Stochastic Configuration Network: SCN+ 11 Mar 2022 · 0 repositories · arXiv:2203.07068
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Can the clocks tick together despite the noise? Stochastic simulations and analysis 24 Feb 2022 · 0 repositories · arXiv:2202.12300
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Sequential convolutional network for behavioral pattern extraction in gait recognition 23 Apr 2021 · 0 repositories · arXiv:2104.11473
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Nonlinear computations in spiking neural networks through multiplicative synapses 8 Sep 2020 · 1 repository · arXiv:2009.03857
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Suppressing Uncertainties for Large-Scale Facial Expression Recognition 24 Feb 2020 · 2 repositories · arXiv:2002.10392Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 21 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