sparse coding

Adversarial Robustness of Supervised Sparse Coding NeurIPS 2020 A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding NeurIPS 2020 Deep Network Classification by Scattering and Homotopy Dictionary Learning ICLR 2020 Image denoising via K-SVD with primal-dual active set algorithm WACV 2020 Inducing Hierarchical Compositional Model by Sparsifying Generator Network CVPR 2020 ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding NeurIPS 2020 Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio AAAI 2020 Learning sparse codes from compressed representations with biologically plausible local wiring constraints NeurIPS 2020 Playing Atari with Six Neurons (Extended Abstract) IJCAI 2020 Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NeurIPS 2020 Sparse Coding with Gated Learned ISTA ICLR 2020 Spatial-Temporal Gaussian Scale Mixture Modeling for Foreground Estimation AAAI 2020 Understanding l4-based Dictionary Learning: Interpretation, Stability, and Robustness ICLR 2020 When to Use Convolutional Neural Networks for Inverse Problems CVPR 2020 Approximate Guarantees for Dictionary Learning COLT 2019 A Probabilistic Derivation of LASSO and L12-Norm Feature Selections AAAI 2019 Blended Matching Pursuit NeurIPS 2019 Learning Overcomplete, Low Coherence Dictionaries with Linear Inference JMLR 2019 Learning step sizes for unfolded sparse coding NeurIPS 2019 Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes NeurIPS 2019 NOODL: Provable Online Dictionary Learning and Sparse Coding ICLR 2019 On the Dynamics of Gradient Descent for Autoencoders AISTATS 2019 Orthogonality-Promoting Dictionary Learning via Bayesian Inference AAAI 2019 Provably Accurate Double-Sparse Coding JMLR 2019 Subgradient Descent Learns Orthogonal Dictionaries ICLR 2019