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sparse representation

297 papers

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Also known as

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

Transformation of Dense and Sparse Text Representations COLING 2020
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering ACL 2020
Neural Sparse Representation for Image Restoration NIPS 2020
Explainable and Sparse Representations of Academic Articles for Knowledge Exploration COLING 2020
The Utility of Sparse Representations for Control in Reinforcement Learning AAAI 2019
Robust Principal Component Analysis-Based Infrared Small Target Detection AAAI 2019
SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders INTERSPEECH 2019
A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels UAI 2019
A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019
Multi-class Heterogeneous Domain Adaptation JMLR 2019
Variational Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems CORL 2019
Word2Sense: Sparse Interpretable Word Embeddings ACL 2019
Blended Matching Pursuit NIPS 2019
Low-Rank Laplacian-Uniform Mixed Model for Robust Face Recognition CVPR 2019
Robust Flexible Feature Selection via Exclusive L21 Regularization IJCAI 2019
SpHMC: Spectral Hamiltonian Monte Carlo AAAI 2019
Approximate Guarantees for Dictionary Learning COLT 2019
Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling CVPR 2018
Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML 2018
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018
The Generalization Error of Dictionary Learning with Moreau Envelopes ICML 2018
Which Melbourne? Augmenting Geocoding with Maps ACL 2018
Fast greedy algorithms for dictionary selection with generalized sparsity constraints NIPS 2018
Wavelet Analysis of Speaker Dependent and Independent Prosody for Voice Conversion INTERSPEECH 2018
Learning and Evaluating Sparse Interpretable Sentence Embeddings EMNLP 2018