Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 5

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 5 of 14: papers 401 to 500 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.

• Towards federated multivariate statistical process control (FedMSPC)
  3 Nov 2022 · 0 repositories · arXiv:2211.01645
• Data-driven generation of 4D velocity profiles in the aneurysmal ascending aorta
  1 Nov 2022 · 1 repository · arXiv:2211.00551
• Large scale traffic forecasting with gradient boosting, Traffic4cast 2022 challenge
  31 Oct 2022 · 1 repository · arXiv:2211.00157
• Principal Component Classification
  23 Oct 2022 · 1 repository · arXiv:2210.12746
• Unsupervised particle sorting for cryo-EM using probabilistic PCA
  23 Oct 2022 · 0 repositories · arXiv:2210.12811
• FIND: An Unsupervised Implicit 3D Model of Articulated Human Feet
  21 Oct 2022 · 1 repository · arXiv:2210.12241
• Robust Singular Values based on L1-norm PCA
  21 Oct 2022 · 0 repositories · arXiv:2210.12097
• Comparing Well and Geophysical Data for Temperature Monitoring Within a Bayesian Experimental Design Framework
  19 Oct 2022 · 1 repository
• Translation and cross-cultural adaptation methodology for soundscape attributes – A study with independent translation groups from English to Greek
  13 Oct 2022 · 0 repositories
• Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions
  4 Oct 2022 · 0 repositories · arXiv:2210.01883
• Bayes-optimal limits in structured PCA, and how to reach them
  3 Oct 2022 · 2 repositories · arXiv:2210.01237
• Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping
  30 Sep 2022 · 1 repository · arXiv:2209.15165
• Sparse PCA With Multiple Components
  29 Sep 2022 · 1 repository · arXiv:2209.14790
• Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors
  27 Sep 2022 · 1 repository · arXiv:2209.13586
• Anomaly Detection on Financial Time Series by Principal Component Analysis and Neural Networks
  22 Sep 2022 · 1 repository · arXiv:2209.11686
• CARNet:Compression Artifact Reduction for Point Cloud Attribute
  17 Sep 2022 · 0 repositories · arXiv:2209.08276
• Layerwise Bregman Representation Learning with Applications to Knowledge Distillation
  15 Sep 2022 · 0 repositories · arXiv:2209.07080
• Test-Time Adaptation with Principal Component Analysis
  13 Sep 2022 · 0 repositories · arXiv:2209.05779
• Examining stability of machine learning methods for predicting dementia at early phases of the disease
  10 Sep 2022 · 0 repositories · arXiv:2209.04643
• On the Convergence of the ELBO to Entropy Sums
  7 Sep 2022 · 0 repositories · arXiv:2209.03077
• A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation
  6 Sep 2022 · 1 repository · arXiv:2209.02816
  Syntology 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)
• Opening the black-box of Neighbor Embedding with Hotelling's T2 statistic and Q-residuals
  5 Sep 2022 · 1 repository · arXiv:2209.01984
• Prediction of Red Wine Quality Using One-dimensional Convolutional Neural Networks
  30 Aug 2022 · 0 repositories · arXiv:2208.14008
• A novel approach for Fair Principal Component Analysis based on eigendecomposition
  24 Aug 2022 · 1 repository · arXiv:2208.11362
• Challenges and Complexities in Machine Learning based Credit Card Fraud Detection
  20 Aug 2022 · 0 repositories · arXiv:2208.10943
• Estimating Sparse Sources from Data Mixtures using Maxima in Phase Space Plots
  17 Aug 2022 · 0 repositories · arXiv:2208.08210
• On a Mechanism Framework of Autoencoders
  15 Aug 2022 · 0 repositories · arXiv:2208.06995
• Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing
  15 Aug 2022 · 0 repositories · arXiv:2208.07469
• A Non-Asymptotic Framework for Approximate Message Passing in Spiked Models
  5 Aug 2022 · 0 repositories · arXiv:2208.03313
• Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)
  22 Jul 2022 · 0 repositories · arXiv:2207.10960
• Quantized Sparse Weight Decomposition for Neural Network Compression
  22 Jul 2022 · 0 repositories · arXiv:2207.11048
• Personalized PCA: Decoupling Shared and Unique Features
  17 Jul 2022 · 1 repository · arXiv:2207.08041
• The Mean Dimension of Neural Networks -- What causes the interaction effects?
  11 Jul 2022 · 0 repositories · arXiv:2207.04890
• Perfusion imaging in deep prostate cancer detection from mp-MRI: can we take advantage of it?
  6 Jul 2022 · 0 repositories · arXiv:2207.02854
• Private Matrix Approximation and Geometry of Unitary Orbits
  6 Jul 2022 · 0 repositories · arXiv:2207.02794
• FL-Defender: Combating Targeted Attacks in Federated Learning
  2 Jul 2022 · 1 repository · arXiv:2207.00872
• Local manifold learning and its link to domain-based physics knowledge
  1 Jul 2022 · 1 repository · arXiv:2207.00275
• Acoustic Room Compensation Using Local PCA-based Room Average Power Response Estimation
  30 Jun 2022 · 0 repositories · arXiv:2206.15356
• Hardness and Algorithms for Robust and Sparse Optimization
  29 Jun 2022 · 0 repositories · arXiv:2206.14354
• Information Entropy Initialized Concrete Autoencoder for Optimal Sensor Placement and Reconstruction of Geophysical Fields
  28 Jun 2022 · 0 repositories · arXiv:2206.13968
• Terrain Classification using Transfer Learning on Hyperspectral Images: A Comparative study
  19 Jun 2022 · 0 repositories · arXiv:2206.09414
• A Combined PCA-MLP Network for Early Breast Cancer Detection
  18 Jun 2022 · 0 repositories · arXiv:2206.09128
• Riemannian CUR Decompositions for Robust Principal Component Analysis
  17 Jun 2022 · 0 repositories · arXiv:2206.09042
• Federated Learning on Riemannian Manifolds
  12 Jun 2022 · 0 repositories · arXiv:2206.05668
• Principal Trade-off Analysis
  9 Jun 2022 · 0 repositories · arXiv:2206.07520
• Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps
  1 Jun 2022 · 1 repository · arXiv:2206.00471
• Non-Intrusive Reduced Models based on Operator Inference for Chaotic Systems
  1 Jun 2022 · 0 repositories · arXiv:2206.01604
• Smart Channel State Information Pre-processing for Joint Authentication and Secret Key Distillation
  1 Jun 2022 · 0 repositories · arXiv:2206.00332
• GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework
  30 May 2022 · 0 repositories · arXiv:2205.15170
• Principal Component Analysis based frameworks for efficient missing data imputation algorithms
  30 May 2022 · 0 repositories · arXiv:2205.15150
• Support Recovery in Sparse PCA with Incomplete Data
  30 May 2022 · 0 repositories · arXiv:2205.15215
• DP-PCA: Statistically Optimal and Differentially Private PCA
  27 May 2022 · 0 repositories · arXiv:2205.13709
• Analyzing the Latent Space of GAN through Local Dimension Estimation
  26 May 2022 · 0 repositories · arXiv:2205.13182
• PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes
  23 May 2022 · 0 repositories · arXiv:2205.11673
• A Contrario multi-scale anomaly detection method for industrial quality inspection
  3 May 2022 · 0 repositories · arXiv:2205.11611
• Revisiting Classical Multiclass Linear Discriminant Analysis with a Novel Prototype-based Interpretable Solution
  2 May 2022 · 0 repositories · arXiv:2205.00668
• Derivation of Learning Rules for Coupled Principal Component Analysis in a Lagrange-Newton Framework
  28 Apr 2022 · 0 repositories · arXiv:2204.13460
• On the Use of Dimension Reduction or Signal Separation Methods for Nitrogen River Pollution Source Identification
  27 Apr 2022 · 0 repositories · arXiv:2204.13182
• SVD Perspectives for Augmenting DeepONet Flexibility and Interpretability
  27 Apr 2022 · 0 repositories · arXiv:2204.12670
• Unsupervised Learning Discriminative MIG Detectors in Nonhomogeneous Clutter
  24 Apr 2022 · 0 repositories · arXiv:2204.11278
• Capturing the Denoising Effect of PCA via Compression Ratio
  22 Apr 2022 · 0 repositories · arXiv:2204.10888
• OSSO: Obtaining Skeletal Shape from Outside
  21 Apr 2022 · 1 repository · arXiv:2204.10129
• Working memory inspired hierarchical video decomposition with transformative representations
  21 Apr 2022 · 1 repository · arXiv:2204.10105
• A dynamical systems based framework for dimension reduction
  18 Apr 2022 · 0 repositories · arXiv:2204.08155
• Robust PCA Unrolling Network for Super-resolution Vessel Extraction in X-ray Coronary Angiography
  16 Apr 2022 · 0 repositories · arXiv:2204.08466
• Statistical-Computational Trade-offs in Tensor PCA and Related Problems via Communication Complexity
  15 Apr 2022 · 0 repositories · arXiv:2204.07526
• On unsupervised projections and second order signals
  11 Apr 2022 · 0 repositories · arXiv:2204.05139
• Elastic shape analysis of surfaces with second-order Sobolev metrics: a comprehensive numerical framework
  8 Apr 2022 · 1 repository · arXiv:2204.04238
• Covariance matrix preparation for quantum principal component analysis
  7 Apr 2022 · 0 repositories · arXiv:2204.03495
• DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors
  7 Apr 2022 · 0 repositories · arXiv:2204.03145
• Correlation-based feature selection to identify functional dynamics in proteins
  6 Apr 2022 · 1 repository · arXiv:2204.02770
• Risk budget portfolios with convex Non-negative Matrix Factorization
  6 Apr 2022 · 1 repository · arXiv:2204.02757
• Knowledge Base Index Compression via Dimensionality and Precision Reduction
  6 Apr 2022 · 1 repository · arXiv:2204.02906
• Multi-source data processing and fusion method for power distribution internet of things based on edge intelligence
  30 Mar 2022 · 0 repositories · arXiv:2203.17230
• Classification of NEQR Processed Classical Images using Quantum Neural Networks (QNN)
  29 Mar 2022 · 0 repositories · arXiv:2204.02797
• A Survey of Super-Resolution in Iris Biometrics with Evaluation of Dictionary-Learning
  27 Mar 2022 · 0 repositories · arXiv:2203.14203
• Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA
  25 Mar 2022 · 0 repositories · arXiv:2203.13911
• Semi-Supervised Graph Learning Meets Dimensionality Reduction
  23 Mar 2022 · 1 repository · arXiv:2203.12522
• Stochastic and Private Nonconvex Outlier-Robust PCA
  17 Mar 2022 · 0 repositories · arXiv:2203.09276
• Feature space reduction as data preprocessing for the anomaly detection
  13 Mar 2022 · 1 repository · arXiv:2203.06747
• Human Face Recognition from Part of a Facial Image based on Image Stitching
  10 Mar 2022 · 0 repositories · arXiv:2203.05601
• Flat minima generalize for low-rank matrix recovery
  7 Mar 2022 · 0 repositories · arXiv:2203.03756
• Signature and Log-signature for the Study of Empirical Distributions Generated with GANs
  7 Mar 2022 · 1 repository · arXiv:2203.03226
• On genetic programming representations and fitness functions for interpretable dimensionality reduction
  1 Mar 2022 · 1 repository · arXiv:2203.00528
• Monogenic Wavelet Scattering Network for Texture Image Classification
  25 Feb 2022 · 0 repositories · arXiv:2202.12491
• Exploring the Unfairness of DP-SGD Across Settings
  24 Feb 2022 · 0 repositories · arXiv:2202.12058
• Contextualize differential privacy in image database: a lightweight image differential privacy approach based on principle component analysis inverse
  16 Feb 2022 · 0 repositories · arXiv:2202.08309
• A Field of Experts Prior for Adapting Neural Networks at Test Time
  10 Feb 2022 · 1 repository · arXiv:2202.05271
• Multivariate Analysis for Multiple Network Data via Semi-Symmetric Tensor PCA
  9 Feb 2022 · 0 repositories · arXiv:2202.04719
• Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity
  8 Feb 2022 · 0 repositories · arXiv:2202.04020
• Entrywise Recovery Guarantees for Sparse PCA via Sparsistent Algorithms
  8 Feb 2022 · 0 repositories · arXiv:2202.04061
• A Probabilistic Graph Coupling View of Dimension Reduction
  31 Jan 2022 · 0 repositories · arXiv:2201.13053
• Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery
  31 Jan 2022 · 0 repositories
• Understanding Deep Contrastive Learning via Coordinate-wise Optimization
  29 Jan 2022 · 1 repository · arXiv:2201.12680
  Syntology 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)
• Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices
  29 Jan 2022 · 0 repositories · arXiv:2201.12592
• Regionalized Optimization
  28 Jan 2022 · 0 repositories · arXiv:2201.11876
• How to Play the PCA Game
  17 Jan 2022 · 0 repositories
• Knowledge Base Index Compression via Dimensionality and Precision Reduction
  16 Jan 2022 · 0 repositories
• A Novel Skeleton-Based Human Activity Discovery Using Particle Swarm Optimization with Gaussian Mutation
  14 Jan 2022 · 1 repository · arXiv:2201.05314
• Detecting Anomaly in Chemical Sensors via L1-Kernels based Principal Component Analysis
  7 Jan 2022 · 0 repositories · arXiv:2201.02709