Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 3
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)
Page 3 of 14: papers 201 to 300 of 1,323, newest first by the archive's date (ties by slug), in archive order.
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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MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes 13 Apr 2024 · 1 repository · arXiv:2404.08968
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Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging 3 Apr 2024 · 0 repositories · arXiv:2404.02656
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On the reduction of Linear Parameter-Varying State-Space models 2 Apr 2024 · 0 repositories · arXiv:2404.01871
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Remote sensing framework for geological mapping via stacked autoencoders and clustering 2 Apr 2024 · 1 repository · arXiv:2404.02180
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Inference in Randomized Least Squares and PCA via Normality of Quadratic Forms 1 Apr 2024 · 1 repository · arXiv:2404.00912
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Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data 27 Mar 2024 · 0 repositories · arXiv:2403.18233
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Implementation of the Principal Component Analysis onto High-Performance Computer Facilities for Hyperspectral Dimensionality Reduction: Results and Comparisons 27 Mar 2024 · 0 repositories · arXiv:2403.18321
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Application of Principal Component Analysis and Artificial Neural Networks for the Prediction of QoS in FSO Links over South Africa 19 Mar 2024 · 0 repositories · arXiv:2403.15461
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Provable Privacy with Non-Private Pre-Processing 19 Mar 2024 · 0 repositories · arXiv:2403.13041
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Generative Modelling of Stochastic Rotating Shallow Water Noise 15 Mar 2024 · 0 repositories · arXiv:2403.10578
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Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination 15 Mar 2024 · 0 repositories · arXiv:2403.10416
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Randomized Principal Component Analysis for Hyperspectral Image Classification 14 Mar 2024 · 0 repositories · arXiv:2403.09117
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When can we Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis? 13 Mar 2024 · 0 repositories · arXiv:2403.08673
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Knowledge Transfer across Multiple Principal Component Analysis Studies 12 Mar 2024 · 0 repositories · arXiv:2403.07431
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A Sub-Quadratic Time Algorithm for Robust Sparse Mean Estimation 7 Mar 2024 · 0 repositories · arXiv:2403.04726
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Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time Series 7 Mar 2024 · 1 repository · arXiv:2403.04429
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Percept, Chat, and then Adapt: Multimodal Knowledge Transfer of Foundation Models for Open-World Video Recognition 29 Feb 2024 · 0 repositories · arXiv:2402.18951
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Lasso with Latents: Efficient Estimation, Covariate Rescaling, and Computational-Statistical Gaps 23 Feb 2024 · 0 repositories · arXiv:2402.15409
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Computational-Statistical Gaps for Improper Learning in Sparse Linear Regression 21 Feb 2024 · 0 repositories · arXiv:2402.14103
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CowScape: Quantitative reconstruction of the conformational landscape of biological macromolecules from cryo-EM data 18 Feb 2024 · 0 repositories · arXiv:2402.11589
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Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification 14 Feb 2024 · 0 repositories · arXiv:2402.09281
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End-to-End Policy Learning of a Statistical Arbitrage Autoencoder Architecture 13 Feb 2024 · 0 repositories · arXiv:2402.08233
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Signed Distance Field based Segmentation and Statistical Shape Modelling of the Left Atrial Appendage 12 Feb 2024 · 0 repositories · arXiv:2402.07708
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Oja's Algorithm for Streaming Sparse PCA 11 Feb 2024 · 0 repositories · arXiv:2402.07240
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From explained variance of correlated components to PCA without orthogonality constraints 7 Feb 2024 · 0 repositories · arXiv:2402.04692
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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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Spectrally Transformed Kernel Regression 1 Feb 2024 · 0 repositories · arXiv:2402.00645
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GT-PCA: Effective and Interpretable Dimensionality Reduction with General Transform-Invariant Principal Component Analysis 28 Jan 2024 · 1 repository · arXiv:2401.15623
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Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for Neurohumanities 28 Jan 2024 · 1 repository · arXiv:2401.15743
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Sparse PCA with False Discovery Rate Controlled Variable Selection 16 Jan 2024 · 0 repositories · arXiv:2401.08375
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Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings 11 Jan 2024 · 1 repository · arXiv:2401.06112
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Empirical Analysis of Anomaly Detection on Hyperspectral Imaging Using Dimension Reduction Methods 9 Jan 2024 · 0 repositories · arXiv:2401.04437
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Principal Component Analysis in Application to Brillouin Microscopy Data 9 Jan 2024 · 0 repositories · arXiv:2401.04745
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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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Learning-Augmented K-Means Clustering Using Dimensional Reduction 6 Jan 2024 · 0 repositories · arXiv:2401.03198
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ENSTRECT: A Stage-based Approach to 2.5D Structural Damage Detection 6 Jan 2024 · 1 repository · arXiv:2401.03298
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Sharp Analysis of Power Iteration for Tensor PCA 2 Jan 2024 · 0 repositories · arXiv:2401.01047
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Dual Prior Unfolding for Snapshot Compressive Imaging 1 Jan 2024 · 1 repository
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Fitting Flats to Flats 1 Jan 2024 · 0 repositories
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Sparse PCA with Oracle Property 28 Dec 2023 · 0 repositories · arXiv:2312.16793
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Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units 18 Dec 2023 · 0 repositories · arXiv:2312.11405
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Convergence and complexity of block majorization-minimization for constrained block-Riemannian optimization 16 Dec 2023 · 0 repositories · arXiv:2312.10330
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An unsupervised learning approach to evaluate questionnaire data -- what one can learn from violations of measurement invariance 11 Dec 2023 · 0 repositories · arXiv:2312.06309
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Critical Analysis of 5G Networks Traffic Intrusion using PCA, t-SNE and UMAP Visualization and Classifying Attacks 8 Dec 2023 · 0 repositories · arXiv:2312.04864
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Empirical Bayes Covariance Decomposition, and a solution to the Multiple Tuning Problem in Sparse PCA 6 Dec 2023 · 0 repositories · arXiv:2312.03274
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On the Estimation Performance of Generalized Power Method for Heteroscedastic Probabilistic PCA 6 Dec 2023 · 0 repositories · arXiv:2312.03438
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Dimensionality Reduction and Dynamical Mode Recognition of Circular Arrays of Flame Oscillators Using Deep Neural Network 5 Dec 2023 · 0 repositories · arXiv:2312.02462
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Detection and Identification Accuracy of PCA-Accelerated Real-Time Processing of Hyperspectral Imagery 23 Nov 2023 · 0 repositories · arXiv:2311.13779
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PointPCA+: Extending PointPCA objective quality assessment metric 23 Nov 2023 · 0 repositories · arXiv:2311.13880
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Unsupervised Learning for Topological Classification of Transportation Networks 23 Nov 2023 · 0 repositories · arXiv:2311.13887
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σ-PCA: a building block for neural learning of identifiable linear transformations 22 Nov 2023 · 1 repository · arXiv:2311.13580
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W-Kernel and Its Principal Space for Frequentist Evaluation of Bayesian Estimators 21 Nov 2023 · 0 repositories · arXiv:2311.13017
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Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data 20 Nov 2023 · 0 repositories · arXiv:2311.11647
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Identifying percolation phase transitions with unsupervised learning based on largest clusters 20 Nov 2023 · 0 repositories · arXiv:2311.14725
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Gram-Schmidt Methods for Unsupervised Feature Extraction and Selection 15 Nov 2023 · 1 repository · arXiv:2311.09386
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Comparison of artificial intelligence models for prognosis of breast cancer 15 Nov 2023 · 1 repository
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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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K-Nearest-Neighbors Induced Topological PCA for scRNA Sequence Data Analysis 23 Oct 2023 · 0 repositories · arXiv:2310.14521
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Evaluating the Fairness of Discriminative Foundation Models in Computer Vision 18 Oct 2023 · 1 repository · arXiv:2310.11867
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Optimal vintage factor analysis with deflation varimax 16 Oct 2023 · 1 repository · arXiv:2310.10545
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When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations 15 Oct 2023 · 0 repositories · arXiv:2310.09687
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Real-time Prediction of the Great Recession and the Covid-19 Recession 12 Oct 2023 · 0 repositories · arXiv:2310.08536
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Multiview Transformer: Rethinking Spatial Information in Hyperspectral Image Classification 11 Oct 2023 · 0 repositories · arXiv:2310.07186
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Streaming Heteroscedastic Probabilistic PCA with Missing Data 10 Oct 2023 · 0 repositories · arXiv:2310.06277
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Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification 9 Oct 2023 · 0 repositories · arXiv:2310.05371
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Towards Emotion-Based Synthetic Consciousness: Using LLMs to Estimate Emotion Probability Vectors 9 Oct 2023 · 0 repositories · arXiv:2310.10673
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Hybrid Quantum-Classical Machine Learning for Sentiment Analysis 8 Oct 2023 · 0 repositories · arXiv:2310.10672
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Music Recommendation Based on Audio Fingerprint 6 Oct 2023 · 0 repositories · arXiv:2310.17655
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On the Error-Propagation of Inexact Hotelling's Deflation for Principal Component Analysis 6 Oct 2023 · 0 repositories · arXiv:2310.04283
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Risk factor aggregation and stress testing 6 Oct 2023 · 0 repositories · arXiv:2310.04511
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Enhancing Ayurvedic Diagnosis using Multinomial Naive Bayes and K-modes Clustering: An Investigation into Prakriti Types and Dosha Overlapping 4 Oct 2023 · 0 repositories · arXiv:2310.02920
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Patient-specific computational forecasting of prostate cancer growth during active surveillance using an imaging-informed biomechanistic model 29 Sep 2023 · 0 repositories · arXiv:2310.00060
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On the Power of SVD in the Stochastic Block Model 27 Sep 2023 · 0 repositories · arXiv:2309.15322
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Uncertainty Quantification via Neural Posterior Principal Components 27 Sep 2023 · 0 repositories · arXiv:2309.15533
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Cluster Exploration using Informative Manifold Projections 26 Sep 2023 · 1 repository · arXiv:2309.14857
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Byzantine-Resilient Federated PCA and Low Rank Column-wise Sensing 25 Sep 2023 · 0 repositories · arXiv:2309.14512
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Penalized Principal Component Analysis Using Smoothing 25 Sep 2023 · 0 repositories · arXiv:2309.13838
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Robust Principal Component Analysis using Density Power Divergence 24 Sep 2023 · 0 repositories · arXiv:2309.13531
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CA-PCA: Manifold Dimension Estimation, Adapted for Curvature 23 Sep 2023 · 0 repositories · arXiv:2309.13478
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Online PCA in Converging Self-consistent Field Equations 21 Sep 2023 · 0 repositories
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Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study 21 Sep 2023 · 0 repositories · arXiv:2311.12812
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[Re] Bandit Theory and Thompson Sampling-guided Directed Evolution for Sequence Optimization 21 Sep 2023 · 0 repositories
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Analysing race and sex bias in brain age prediction 19 Sep 2023 · 0 repositories · arXiv:2309.10835
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Metastatic Breast Cancer Prognostication Through Multimodal Integration of Dimensionality Reduction Algorithms and Classification Algorithms 19 Sep 2023 · 0 repositories · arXiv:2309.10324
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O(k)-Equivariant Dimensionality Reduction on Stiefel Manifolds 19 Sep 2023 · 2 repositories · arXiv:2309.10775
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On undesired emergent behaviors in compound prostate cancer detection systems 15 Sep 2023 · 0 repositories · arXiv:2309.08381
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LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation 13 Sep 2023 · 0 repositories · arXiv:2309.07243
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ssVERDICT: Self-Supervised VERDICT-MRI for Enhanced Prostate Tumour Characterisation 12 Sep 2023 · 1 repository · arXiv:2309.06268
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Cross-domain Sound Recognition for Efficient Underwater Data Analysis 7 Sep 2023 · 0 repositories · arXiv:2309.03451
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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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Assessing Cyclostationary Malware Detection via Feature Selection and Classification 29 Aug 2023 · 0 repositories · arXiv:2308.15237
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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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Enhancement of the Prefiltered Rotationally Invariant Non-local PCA Algorithm for MRI 27 Aug 2023 · 0 repositories · arXiv:2308.14145
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The Potential of Quantum Techniques for Stock Price Prediction 25 Aug 2023 · 0 repositories · arXiv:2308.13642
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Try with Simpler -- An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection 24 Aug 2023 · 0 repositories · arXiv:2308.12612
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Out-of-distribution multi-view auto-encoders for prostate cancer lesion detection 12 Aug 2023 · 0 repositories · arXiv:2308.06481
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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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Bees Local Phase Quantization Feature Selection for RGB-D Facial Expressions Recognition 3 Aug 2023 · 1 repository · arXiv:2308.01700
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Duality Principle and Biologically Plausible Learning: Connecting the Representer Theorem and Hebbian Learning 2 Aug 2023 · 0 repositories · arXiv:2309.16687
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PCA, SVD, and Centering of Data 27 Jul 2023 · 0 repositories · arXiv:2307.15213