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sparse representation

297 papers

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SSC SR SRC

Co-occurring keywords

dictionary learning (277) sparse coding (234) feature extraction (1578) feature learning (1309) unsupervised learning (3255) sparse optimization (246) dimensionality reduction (720) neural network (6616) representation learning (6174) convex optimization (1320)

Papers

Improving Sparse Representations in Exemplar-Based Voice Conversion with a Phoneme-Selective Objective Function INTERSPEECH 2018
Analysis of sparse representation based feature on speech mode classification INTERSPEECH 2018
Sparsity-Constrained Weight Mapping for Head-Related Transfer Functions Individualization from Anthropometric Features INTERSPEECH 2018
A Voice Conversion Framework with Tandem Feature Sparse Representation and Speaker-Adapted WaveNet Vocoder INTERSPEECH 2018
Wavelet Analysis of Speaker Dependent and Independent Prosody for Voice Conversion INTERSPEECH 2018
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR 2018
Fast greedy algorithms for dictionary selection with generalized sparsity constraints NIPS 2018
Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NIPS 2018
Dynamic Feature Learning for Partial Face Recognition CVPR 2018
Learning and Evaluating Sparse Interpretable Sentence Embeddings EMNLP 2018
Joint Patch-Group Based Sparse Representation for Image Inpainting ACML 2018
Optimal Dictionary for Least Squares Representation JMLR 2017
Matrix of Polynomials Model Based Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling INTERSPEECH 2017
Low-Rank-Sparse Subspace Representation for Robust Regression CVPR 2017
HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos CVPR 2017
Joint Discriminative Bayesian Dictionary and Classifier Learning CVPR 2017
Hyperplane Clustering via Dual Principal Component Pursuit ICML 2017
Dictionary Learning Based on Sparse Distribution Tomography ICML 2017
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NIPS 2017
Doubly Sparsifying Network IJCAI 2017
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NIPS 2017
Robust Survey Aggregation with Student-t Distribution and Sparse Representation IJCAI 2017
Hierarchical Feature Selection with Recursive Regularization IJCAI 2017
Adaptive Class Preserving Representation for Image Classification CVPR 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces CVPR 2017