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Dictionary Learning

Papers archive 2025-07-28

archive papers tagged: 823 · with a code link: 180 · where Syntology ran a sample: 20 (16 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (20 of 823 tagged: 16 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 6 of 9: papers 501 to 600 of 823, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Multimodal Sparse Bayesian Dictionary Learning
  10 Apr 2018 0 repositories listed
• Representation Learning and Recovery in the ReLU Model
  12 Mar 2018 0 repositories listed
• Deep Dictionary Learning: A PARametric NETwork Approach
  11 Mar 2018 0 repositories listed
• Unsupervised Band Selection of Hyperspectral Images via Multi-dictionary Sparse Representation
  20 Feb 2018 0 repositories listed
• Weakly-supervised Dictionary Learning
  5 Feb 2018 0 repositories listed
• Analysis of Fast Alternating Minimization for Structured Dictionary Learning
  1 Feb 2018 0 repositories listed
• Learning Light Field Reconstruction from a Single Coded Image
  20 Jan 2018 0 repositories listed
• Robust Kronecker Component Analysis
  18 Jan 2018 0 repositories listed
• Denoising Dictionary Learning Against Adversarial Perturbations
  7 Jan 2018 0 repositories listed
• Frame-based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD
  6 Jan 2018 0 repositories listed
• Demystifying overcomplete nonlinear auto-encoders: fast SGD convergence towards sparse representation from random initialization
  1 Jan 2018 0 repositories listed
• Travel time tomography with adaptive dictionaries
  16 Dec 2017 0 repositories listed
• Low-dose spectral CT reconstruction using L0 image gradient and tensor dictionary
  13 Dec 2017 0 repositories listed
• Learning Based Segmentation of CT Brain Images: Application to Post-Operative Hydrocephalic Scans
  11 Dec 2017 0 repositories listed
• Noise Level Estimation for Overcomplete Dictionary Learning Based on Tight Asymptotic Bounds
  9 Dec 2017 0 repositories listed
• Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification
  2 Dec 2017 0 repositories listed
• Alternating minimization for dictionary learning with random initialization
  1 Dec 2017 0 repositories listed
• OnACID: Online Analysis of Calcium Imaging Data in Real Time
  1 Dec 2017 0 repositories listed
• Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders
  27 Nov 2017 0 repositories listed
• STARK: Structured Dictionary Learning Through Rank-one Tensor Recovery
  13 Nov 2017 0 repositories listed
• Alternating minimization for dictionary learning: Local Convergence Guarantees
  9 Nov 2017 0 repositories listed
• Concave losses for robust dictionary learning
  2 Nov 2017 0 repositories listed
• Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics
  24 Oct 2017 0 repositories listed
• Robust Photometric Stereo via Dictionary Learning
  24 Oct 2017 0 repositories listed
• Deep Self-taught Learning for Remote Sensing Image Classification
  19 Oct 2017 0 repositories listed
• Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer
  10 Oct 2017 0 repositories listed
• Learning Discriminative ab-Divergences for Positive Definite Matrices
  1 Oct 2017 0 repositories listed
• Learning Discriminative Latent Attributes for Zero-Shot Classification
  1 Oct 2017 0 repositories listed
• Robust Photometric Stereo Using Learned Image and Gradient Dictionaries
  30 Sep 2017 0 repositories listed
• Robust Surface Reconstruction from Gradients via Adaptive Dictionary Regularization
  30 Sep 2017 0 repositories listed
• Learning quadrangulated patches for 3D shape parameterization and completion
  20 Sep 2017 0 repositories listed
• White Matter Fiber Segmentation Using Functional Varifolds
  18 Sep 2017 0 repositories listed
• A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization
  12 Sep 2017 0 repositories listed
• Joint Dictionaries for Zero-Shot Learning
  12 Sep 2017 0 repositories listed
• Une véritable approche ℓ₀ pour l'apprentissage de dictionnaire
  12 Sep 2017 0 repositories listed
• Convolutional Dictionary Learning: A Comparative Review and New Algorithms
  9 Sep 2017 0 repositories listed
• First and Second Order Methods for Online Convolutional Dictionary Learning
  31 Aug 2017 0 repositories listed
• Multi-task Dictionary Learning based Convolutional Neural Network for Computer aided Diagnosis with Longitudinal Images
  31 Aug 2017 0 repositories listed
• Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning
  29 Aug 2017 0 repositories listed
• Sparsity-Based Super Resolution for SEM Images
  29 Aug 2017 0 repositories listed
• Sparse Coding and Autoencoders
  12 Aug 2017 0 repositories listed
• Learning Discriminative Alpha-Beta-divergence for Positive Definite Matrices (Extended Version)
  5 Aug 2017 0 repositories listed
• Correlation and Class Based Block Formation for Improved Structured Dictionary Learning
  4 Aug 2017 0 repositories listed
• Dictionary Learning Based on Sparse Distribution Tomography
  1 Aug 2017 0 repositories listed
• Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding
  28 Jul 2017 0 repositories listed
• Application of Dictionary Learning in Alleviating Computational Burden of EEG Source Localization
  25 Jul 2017 0 repositories listed
• Joint DOA Estimation and Array Calibration Using Multiple Parametric Dictionary Learning
  23 Jul 2017 0 repositories listed
• Dictionary Learning and Sparse Coding-based Denoising for High-Resolution Task Functional Connectivity MRI Analysis
  21 Jul 2017 0 repositories listed
• Synthesis-based Robust Low Resolution Face Recognition
  10 Jul 2017 0 repositories listed
• A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors
  1 Jul 2017 0 repositories listed
• Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning
  1 Jul 2017 0 repositories listed
• Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image
  1 Jul 2017 0 repositories listed
• Online Convolutional Dictionary Learning
  29 Jun 2017 0 repositories listed
• Fast and robust tensor decomposition with applications to dictionary learning
  27 Jun 2017 0 repositories listed
• Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification
  26 Jun 2017 0 repositories listed
• Alignment Distances on Systems of Bags
  14 Jun 2017 0 repositories listed
• Online Convolutional Dictionary Learning for Multimodal Imaging
  13 Jun 2017 0 repositories listed
• Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring from Ballistocardiograms
  11 Jun 2017 0 repositories listed
• Personalized Age Progression with Bi-level Aging Dictionary Learning
  4 Jun 2017 0 repositories listed
• Multi-Focus Image Fusion Using Sparse Representation and Coupled Dictionary Learning
  30 May 2017 0 repositories listed
• Local Information with Feedback Perturbation Suffices for Dictionary Learning in Neural Circuits
  19 May 2017 0 repositories listed
• Cross-label Suppression: A Discriminative and Fast Dictionary Learning with Group Regularization
  8 May 2017 0 repositories listed
• Classification and Representation via Separable Subspaces: Performance Limits and Algorithms
  7 May 2017 0 repositories listed
• Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images using Weakly-Supervised Joint Convolutional Sparse Coding
  7 May 2017 0 repositories listed
• Optimal Projected Variance Group-Sparse Block PCA
  1 May 2017 0 repositories listed
• Regularized Residual Quantization: a multi-layer sparse dictionary learning approach
  1 May 2017 0 repositories listed
• Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification
  30 Apr 2017 0 repositories listed
• Sparse Hierachical Extrapolated Parametric Methods for Cortical Data Analysis
  27 Apr 2017 0 repositories listed
• Group-based Sparse Representation for Image Compressive Sensing Reconstruction with Non-Convex Regularization
  24 Apr 2017 0 repositories listed
• Model-based Iterative Restoration for Binary Document Image Compression with Dictionary Learning
  24 Apr 2017 0 repositories listed
• Learning a collaborative multiscale dictionary based on robust empirical mode decomposition
  4 Apr 2017 0 repositories listed
• Face Recognition using Multi-Modal Low-Rank Dictionary Learning
  15 Mar 2017 0 repositories listed
• Local Patch Encoding-Based Method for Single Image Super-Resolution
  12 Mar 2017 0 repositories listed
• Online Multilinear Dictionary Learning
  7 Mar 2017 0 repositories listed
• Observable dictionary learning for high-dimensional statistical inference
  17 Feb 2017 0 repositories listed
• Sparse Representation based Multi-sensor Image Fusion: A Review
  12 Feb 2017 0 repositories listed
• Boosting Dictionary Learning with Error Codes
  15 Jan 2017 0 repositories listed
• Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition
  14 Jan 2017 0 repositories listed
• Dictionary Learning from Incomplete Data
  13 Jan 2017 0 repositories listed
• Joint Dictionary Learning for Example-based Image Super-resolution
  12 Jan 2017 0 repositories listed
• Learning Semidefinite Regularizers
  5 Jan 2017 0 repositories listed
• How to Train Your Deep Neural Network with Dictionary Learning
  22 Dec 2016 0 repositories listed
• Distributed Dictionary Learning
  21 Dec 2016 0 repositories listed
• Sparse Factorization Layers for Neural Networks with Limited Supervision
  14 Dec 2016 0 repositories listed
• Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis
  8 Dec 2016 0 repositories listed
• Object Classification with Joint Projection and Low-rank Dictionary Learning
  5 Dec 2016 0 repositories listed
• 使用字典學習法於強健性語音辨識 (The Use of Dictionary Learning Approach for Robustness Speech Recognition) [In Chinese]
  1 Dec 2016 0 repositories listed
• Learning brain regions via large-scale online structured sparse dictionary learning
  1 Dec 2016 0 repositories listed
• Active Deep Learning for Classification of Hyperspectral Images
  30 Nov 2016 0 repositories listed
• Associative Memory using Dictionary Learning and Expander Decoding
  29 Nov 2016 0 repositories listed
• Dictionary Learning with Equiprobable Matching Pursuit
  28 Nov 2016 0 repositories listed
• Fast Orthonormal Sparsifying Transforms Based on Householder Reflectors
  24 Nov 2016 0 repositories listed
• Learning Fast Sparsifying Transforms
  24 Nov 2016 0 repositories listed
• Multi-Scale Saliency Detection using Dictionary Learning
  19 Nov 2016 0 repositories listed
• Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data
  3 Nov 2016 0 repositories listed
• Regret Bounds for Lifelong Learning
  27 Oct 2016 0 repositories listed
• Dictionary Learning Strategies for Compressed Fiber Sensing Using a Probabilistic Sparse Model
  21 Oct 2016 0 repositories listed
• Assisted Dictionary Learning for fMRI Data Analysis
  11 Oct 2016 0 repositories listed
• Sparsity-based Color Image Super Resolution via Exploiting Cross Channel Constraints
  4 Oct 2016 0 repositories listed
• Rain Removal via Shrinkage-Based Sparse Coding and Learned Rain Dictionary
  3 Oct 2016 0 repositories listed