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tensor decomposition

397 papers

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TD

Co-occurring keywords · papers mentioning both

low-rank approximation (39) model compression (34) tucker decomposition (31) latent variable model (23) low-rank tensor (22) matrix factorization (18) tensor completion (16) spectral method (16) variational inference (16) cp decomposition (15)

Papers

OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems AAAI 2025 Scalable Federated One-Step Multi-View Clustering with Tensorized Regularization AAAI 2025 SLR-MVTC: Smooth Low-Rank Multi-View Tensor Clustering AAAI 2025 SPAC: Sparse Partitioning and Adaptive Core Tensor Pruning Model for Knowledge Graph Completion AAAI 2025 Tensor Decomposition Based Memory-Efficient Incremental Learning ICML 2025 Tensor Decomposition Meets Knowledge Compilation: A Study Comparing Tensor Trains with OBDDs AAAI 2025 Tensorial Multi-view Clustering with Deep Anchor Graph Projection IJCAI 2025 Tensorized Attention for Understanding Multi-Object Relationships AAAI 2025 Tensorized Label Learning Based Fast Fuzzy Clustering AAAI 2025 TIME-FS: Joint Learning of Tensorial Incomplete Multi-View Unsupervised Feature Selection and Missing-View Imputation AAAI 2025 Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models ICCV 2025 Activation Map Compression through Tensor Decomposition for Deep Learning NeurIPS 2024 A Tensor Decomposition Perspective on Second-order RNNs ICML 2024 A tensor factorization model of multilayer network interdependence JMLR 2024 CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization NeurIPS 2024 Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering IJCAI 2024 CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition CVPR 2024 Efficient Leverage Score Sampling for Tensor Train Decomposition NeurIPS 2024 Efficiently Learning One-Hidden-Layer ReLU Networks via SchurPolynomials COLT 2024 Efficient Nonparametric Tensor Decomposition for Binary and Count Data AAAI 2024 Embedded Feature Selection on Graph-Based Multi-View Clustering AAAI 2024 ESPACE: Dimensionality Reduction of Activations for Model Compression NeurIPS 2024 Fast Sun-Aligned Outdoor Scene Relighting Based on TensoRF WACV 2024 From Dictionary to Tensor: A Scalable Multi-View Subspace Clustering Framework with Triple Information Enhancement NeurIPS 2024 Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data ICLR 2024