dictionary learning

Deep Network Classification by Scattering and Homotopy Dictionary Learning ICLR 2020 Exploiting Conic Affinity Measures to Design Speech Enhancement Systems Operating in Unseen Noise Conditions Interspeech 2020 Image denoising via K-SVD with primal-dual active set algorithm WACV 2020 Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020 Online matrix factorization for Markovian data and applications to Network Dictionary Learning JMLR 2020 Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NeurIPS 2020 Sketchformer: Transformer-Based Representation for Sketched Structure CVPR 2020 Understanding l4-based Dictionary Learning: Interpretation, Stability, and Robustness ICLR 2020 Unique Sharp Local Minimum in L1-minimization Complete Dictionary Learning JMLR 2020 Weakly-Supervised Multi-view Multi-instance Multi-label Learning IJCAI 2020 Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data JMLR 2019 A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NeurIPS 2019 A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019 Approximate Guarantees for Dictionary Learning COLT 2019 DDL: Deep Dictionary Learning for Predictive Phenotyping IJCAI 2019 Decentralized Dictionary Learning Over Time-Varying Digraphs JMLR 2019 Deep Non-Rigid Structure From Motion ICCV 2019 Efficient Dictionary Learning with Gradient Descent ICML 2019 Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks IJCAI 2019 End-To-End Supervised Product Quantization for Image Search and Retrieval CVPR 2019 Learning Overcomplete, Low Coherence Dictionaries with Linear Inference JMLR 2019 Orthogonality-Promoting Dictionary Learning via Bayesian Inference AAAI 2019 Permutation-Invariant Feature Restructuring for Correlation-Aware Image Set-Based Recognition ICCV 2019 Provably Accurate Double-Sparse Coding JMLR 2019 Rethinking the CSC Model for Natural Images NeurIPS 2019