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sparse representation

314 papers

SR

Papers

Robust Principal Component Analysis-Based Infrared Small Target Detection AAAI 2019 Sparse Dictionary Learning by Dynamical Neural Networks ICLR 2019 SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders Interspeech 2019 SpHMC: Spectral Hamiltonian Monte Carlo AAAI 2019 The Utility of Sparse Representations for Control in Reinforcement Learning AAAI 2019 Variational Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems CoRL 2019 Word2Sense: Sparse Interpretable Word Embeddings ACL 2019 A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR 2018 Analysis of sparse representation based feature on speech mode classification Interspeech 2018 A Voice Conversion Framework with Tandem Feature Sparse Representation and Speaker-Adapted WaveNet Vocoder Interspeech 2018 Cascaded Low Rank and Sparse Representation on Grassmann Manifolds IJCAI 2018 Construction of Incoherent Dictionaries via Direct Babel Function Minimization ACML 2018 DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018 Dimensionality Reduced ℓ^0-Sparse Subspace Clustering AISTATS 2018 Dynamic Feature Learning for Partial Face Recognition CVPR 2018 Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling CVPR 2018 Fast greedy algorithms for dictionary selection with generalized sparsity constraints NeurIPS 2018 Improving Sparse Representations in Exemplar-Based Voice Conversion with a Phoneme-Selective Objective Function Interspeech 2018 ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR 2018 Joint Patch-Group Based Sparse Representation for Image Inpainting ACML 2018 Learning and Evaluating Sparse Interpretable Sentence Embeddings EMNLP 2018 Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML 2018 Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NeurIPS 2018 Sparsity-Constrained Weight Mapping for Head-Related Transfer Functions Individualization from Anthropometric Features Interspeech 2018 The Generalization Error of Dictionary Learning with Moreau Envelopes ICML 2018