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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

Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021
Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions JMLR 2021
Efficient Folded Attention for Medical Image Reconstruction and Segmentation AAAI 2021
Nonparametric Decomposition of Sparse Tensors ICML 2021
Solving high-dimensional parabolic PDEs using the tensor train format ICML 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators ACL 2021
Lower and Upper Bounds on the Pseudo-Dimension of Tensor Network Models NIPS 2021
Bayesian Latent Factor Model for Higher-order Data ACML 2021
AugSplicing: Synchronized Behavior Detection in Streaming Tensors AAAI 2021
A Blind Block Term Decomposition of High Order Tensors AAAI 2021
Understanding Deflation Process in Over-parametrized Tensor Decomposition NIPS 2021
Fast and accurate randomized algorithms for low-rank tensor decompositions NIPS 2021
Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity NIPS 2021
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation NIPS 2021
Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion AAAI 2021
The Complexity of Sparse Tensor PCA NIPS 2021
Landscape analysis of an improved power method for tensor decomposition NIPS 2021
Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation NIPS 2021
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning ICML 2021
Large-Scale Learning with Fourier Features and Tensor Decompositions NIPS 2021
Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure CVPR 2021
T-Basis: a Compact Representation for Neural Networks ICML 2020
Evolutionary Topology Search for Tensor Network Decomposition ICML 2020
Scalable Gaussian Process Regression Networks IJCAI 2020
TESA: Tensor Element Self-Attention via Matricization CVPR 2020