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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

Face Image Retrieval With Attribute Manipulation ICCV 2021
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval NAACL 2021
Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021
Multi-Decoding Deraining Network and Quasi-Sparsity Based Training CVPR 2021
Sparse R-CNN: End-to-End Object Detection With Learnable Proposals CVPR 2021
Unsupervised Disentanglement of Linear-Encoded Facial Semantics CVPR 2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains NIPS 2021
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes IJCNLP 2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders IJCNLP 2021
Neural Response Interpretation Through the Lens of Critical Pathways CVPR 2021
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning AISTATS 2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021
An Exemplar Selection Algorithm for Native-Nonnative Voice Conversion INTERSPEECH 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval EMNLP 2021
Adaptive Convolutional ReLUs AAAI 2020
Sparse and Decorrelated Representations for Stable Zero-shot NMT EMNLP 2020
Transformation of Dense and Sparse Text Representations COLING 2020
Learning Sparse Prototypes for Text Generation NIPS 2020
Explainable and Sparse Representations of Academic Articles for Knowledge Exploration COLING 2020
Regularized Wasserstein Means for Aligning Distributional Data AAAI 2020
Estimating Model Uncertainty of Neural Networks in Sparse Information Form ICML 2020
Improving Unsupervised Sparsespeech Acoustic Models with Categorical Reparameterization INTERSPEECH 2020
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020
Learning Feature Sparse Principal Subspace NIPS 2020
Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations EMNLP 2020