← Keywords

sparse coding

234 papers

Explore in graph

Also known as

SCSPM SC SRC

Co-occurring keywords

dictionary learning (277) sparse representation (297) feature learning (1309) feature extraction (1578) unsupervised learning (3255) representation learning (6174) image classification (1943) matrix factorization (529) variational inference (2069) generative model (2889)

Papers

A Sparsity-promoting Dictionary Model for Variational Autoencoders INTERSPEECH 2022
LCANets: Lateral Competition Improves Robustness Against Corruption and Attack ICML 2022
DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes NIPS 2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022
Recovery and Generalization in Over-Realized Dictionary Learning JMLR 2022
Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022
Few-Shot Fast-Adaptive Anomaly Detection NIPS 2022
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training ICML 2022
Towards an Effective Orthogonal Dictionary Convolution Strategy AAAI 2022
Architectural Adversarial Robustness: The Case for Deep Pursuit CVPR 2021
Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding AAAI 2021
Deep Convolutional Dictionary Learning for Image Denoising CVPR 2021
Word Equations: Inherently Interpretable Sparse Word Embeddings through Sparse Coding EMNLP 2021
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration NIPS 2021
Learning sparse codes from compressed representations with biologically plausible local wiring constraints NIPS 2020
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding NIPS 2020
Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NIPS 2020
Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio AAAI 2020
When to Use Convolutional Neural Networks for Inverse Problems CVPR 2020
Adversarial Dictionary Learning for Monaural Speech Enhancement INTERSPEECH 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding NIPS 2020
Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation AAAI 2020
Image denoising via K-SVD with primal-dual active set algorithm WACV 2020
Playing Atari with Six Neurons (Extended Abstract) IJCAI 2020
Adversarial Robustness of Supervised Sparse Coding NIPS 2020