Methods › Computer Vision › Image Denoising Models › PCA › Papers where code ran, page 1
Principal Components Analysis
PCA
Papers archive 2025-07-28
archive papers tagged: 1,323 · with a code link: 319 · where Syntology ran a sample: 46 (31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (46 of 1,323 tagged: 31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 1: papers 1 to 46 of the 46 tagged papers where Syntology ran at least one harvested sample (31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Olica: Efficient Structured Pruning of Large Language Models without Retraining 10 Jun 2025 · 1 repository · arXiv:2506.08436Syntology official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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W-PCA Based Gradient-Free Proxy for Efficient Search of Lightweight Language Models 22 Apr 2025 · 1 repository · arXiv:2504.15983Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Representation Learning for Time-Domain High-Energy Astrophysics: Discovery of Extragalactic Fast X-ray Transient XRT 200515 2 Dec 2024 · 1 repository · arXiv:2412.01150Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Diffusion Sampling Correction via Approximately 10 Parameters 10 Nov 2024 · 1 repository · arXiv:2411.06503Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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Zipfian Whitening 1 Nov 2024 · 1 repository · arXiv:2411.00680Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis 31 Oct 2024 · 1 repository · arXiv:2410.23595Syntology official (archive's flag): 9 ran · 13 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 6 where Syntology's instrument failed) · 5 unverified (of 18 harvested samples)
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Benchmarking Transcriptomics Foundation Models for Perturbation Analysis : one PCA still rules them all 17 Oct 2024 · 1 repository · arXiv:2410.13956Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Memory-Efficient LLM Training with Online Subspace Descent 23 Aug 2024 · 1 repository · arXiv:2408.12857Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis 19 Jun 2024 · 1 repository · arXiv:2406.13762Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Kernel PCA for Out-of-Distribution Detection 5 Feb 2024 · 2 repositories · arXiv:2402.02949Syntology official: no sample here; runs from other or unrecorded repositories · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Fun with Flags: Robust Principal Directions via Flag Manifolds 8 Jan 2024 · 1 repository · arXiv:2401.04071Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples)
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Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint 28 Oct 2023 · 1 repository · arXiv:2310.18593Syntology official (archive's flag): 8 ran · 8 ran (of which 2 constructed an object rather than computing a result; 6 with no instrument failure: 3 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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SP³: Enhancing Structured Pruning via PCA Projection 31 Aug 2023 · 1 repository · arXiv:2308.16475Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 1 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Maestro: Uncovering Low-Rank Structures via Trainable Decomposition 28 Aug 2023 · 1 repository · arXiv:2308.14929Syntology official (archive's flag): 15 ran · 15 ran (of which 1 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 2 violated, 7 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 18 harvested samples)
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A Parameter-efficient Multi-subject Model for Predicting fMRI Activity 4 Aug 2023 · 1 repository · arXiv:2308.02351Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
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Efficient fair PCA for fair representation learning 26 Feb 2023 · 1 repository · arXiv:2302.13319Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Deep Kernel Principal Component Analysis for Multi-level Feature Learning 22 Feb 2023 · 1 repository · arXiv:2302.11220Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Spurious Features Everywhere -- Large-Scale Detection of Harmful Spurious Features in ImageNet 9 Dec 2022 · 1 repository · arXiv:2212.04871Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation 6 Sep 2022 · 1 repository · arXiv:2209.02816Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
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Understanding Deep Contrastive Learning via Coordinate-wise Optimization 29 Jan 2022 · 1 repository · arXiv:2201.12680Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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GAN-Supervised Dense Visual Alignment 9 Dec 2021 · 1 repository · arXiv:2112.05143Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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TOD: GPU-accelerated Outlier Detection via Tensor Operations 26 Oct 2021 · 2 repositories · arXiv:2110.14007Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection 11 Oct 2021 · 1 repository · arXiv:2110.05649Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold 23 Sep 2021 · 2 repositories · arXiv:2109.11196Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Kernel PCA with the Nyström method 12 Sep 2021 · 1 repository · arXiv:2109.05578Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning 10 Sep 2021 · 1 repository · arXiv:2109.05941Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections 7 Jun 2021 · 1 repository · arXiv:2106.03306Syntology 23 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 22 where Syntology's instrument failed) · 6 unverified (of 29 harvested samples) · 29 pointer-only (licence)
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Local Disentanglement in Variational Auto-Encoders Using Jacobian L₁ Regularization 5 Jun 2021 · 1 repository · arXiv:2106.02923Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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EigenGAN: Layer-Wise Eigen-Learning for GANs 26 Apr 2021 · 1 repository · arXiv:2104.12476Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples)
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Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do 8 Mar 2021 · 1 repository · arXiv:2103.11790Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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EigenGame: PCA as a Nash Equilibrium 1 Oct 2020 · 2 repositories · arXiv:2010.00554Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! 30 Apr 2020 · 1 repository · arXiv:2004.14914Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Minimizing FLOPs to Learn Efficient Sparse Representations 12 Apr 2020 · 1 repository · arXiv:2004.05665Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network 18 Dec 2019 · 3 repositories · arXiv:1912.08628Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples)
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Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering 19 Nov 2019 · 3 repositories · arXiv:1911.08085Syntology official (archive's flag): 3 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Loss Landscapes of Regularized Linear Autoencoders 23 Jan 2019 · 2 repositories · arXiv:1901.08168Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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On Learning 3D Face Morphable Model from In-the-wild Images 28 Aug 2018 · 1 repository · arXiv:1808.09560Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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Decorrelated Batch Normalization 23 Apr 2018 · 6 repositories · arXiv:1804.08450Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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History PCA: A New Algorithm for Streaming PCA 15 Feb 2018 · 1 repository · arXiv:1802.05447Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
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Convex Formulations for Fair Principal Component Analysis 11 Feb 2018 · 2 repositories · arXiv:1802.03765Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Fine-tuning CNN Image Retrieval with No Human Annotation 3 Nov 2017 · 14 repositories · arXiv:1711.02512Syntology official (archive's flag): 7 ran · 17 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 24 harvested samples) · 5 pointer-only (licence)
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Accelerated Stochastic Power Iteration 10 Jul 2017 · 2 repositories · arXiv:1707.02670Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Early Methods for Detecting Adversarial Images 1 Aug 2016 · 1 repository · arXiv:1608.00530Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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PCANet: A Simple Deep Learning Baseline for Image Classification? 14 Apr 2014 · 2 repositories · arXiv:1404.3606Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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A Tutorial on Principal Component Analysis 3 Apr 2014 · 7 repositories · arXiv:1404.1100Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
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Invariant Scattering Convolution Networks 5 Mar 2012 · 1 repository · arXiv:1203.1513Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 3 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)