conftrace_

tensor decomposition

375 papers

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Also known as

TD

Co-occurring keywords

low-rank approximation (323) model compression (3302) tucker decomposition (39) low-rank tensor (44) latent variable model (564) tensor completion (64) matrix factorization (529) variational inference (2069) spectral method (204) cp decomposition (19)

Papers

Understanding Generalization in Deep Learning via Tensor Methods AISTATS 2020
The All-or-Nothing Phenomenon in Sparse Tensor PCA NIPS 2020
TESA: Tensor Element Self-Attention via Matricization CVPR 2020
Streaming Nonlinear Bayesian Tensor Decomposition UAI 2020
Lightweight LPCNet-Based Neural Vocoder with Tensor Decomposition INTERSPEECH 2020
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019
Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition AAAI 2019
TensorLy: Tensor Learning in Python JMLR 2019
Moving Object Detection Under Discontinuous Change in Illumination Using Tensor Low-Rank and Invariant Sparse Decomposition CVPR 2019
T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor CVPR 2019
On the Connection Between Learning Two-Layer Neural Networks and Tensor Decomposition AISTATS 2019
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition IJCNLP 2019
Composite Binary Decomposition Networks AAAI 2019
Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting AAAI 2019
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together NAACL 2019
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning IJCNLP 2019
Exploiting Worker Correlation for Label Aggregation in Crowdsourcing ICML 2019
A Generalized Language Model in Tensor Space AAAI 2019
Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm AISTATS 2019
Compact Trilinear Interaction for Visual Question Answering ICCV 2019
Preference-Aware Task Assignment in Spatial Crowdsourcing AAAI 2019
Tensor Decomposition for Multilayer Networks Clustering AAAI 2019
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection AAAI 2019
Robust Low-Tubal-Rank Tensor Completion via Convex Optimization IJCAI 2019
Pareto Optimal Streaming Unsupervised Classification ICML 2019