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

Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition AAAI 2022
tntorch: Tensor Network Learning with PyTorch JMLR 2022
Towards Practical Control of Singular Values of Convolutional Layers NIPS 2022
Online Nonnegative CP-dictionary Learning for Markovian Data JMLR 2022
Deeply Tensor Compressed Transformers for End-to-End Object Detection AAAI 2022
Fast algorithm for overcomplete order-3 tensor decomposition COLT 2022
MorphTE: Injecting Morphology in Tensorized Embeddings NIPS 2022
Masked Prediction: A Parameter Identifiability View NIPS 2022
Fast and Provable Nonconvex Tensor RPCA ICML 2022
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees ICML 2022
Nonparametric Factor Trajectory Learning for Dynamic Tensor Decomposition ICML 2022
Compressible-composable NeRF via Rank-residual Decomposition NIPS 2022
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs NIPS 2022
Scalable Interpretability via Polynomials NIPS 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022
Fused Orthogonal Alternating Least Squares for Tensor Clustering NIPS 2022
Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022
Subquadratic Kronecker Regression with Applications to Tensor Decomposition NIPS 2022
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations ACL 2022
Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation AAAI 2022
On the rank of 2×2×2 probability tables PGM 2022
ATD: Augmenting CP Tensor Decomposition by Self Supervision NIPS 2022
Random Tensor Theory for Tensor Decomposition AAAI 2022
Optimal Tensor Transport AAAI 2022
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction IJCAI 2022