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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

Towards Practical Control of Singular Values of Convolutional Layers NIPS 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022
Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022
Masked Prediction: A Parameter Identifiability View NIPS 2022
Decomposing Temporal High-Order Interactions via Latent ODEs ICML 2022
MMT: Multi-way Multi-modal Transformer for Multimodal Learning IJCAI 2022
Scalable Interpretability via Polynomials NIPS 2022
Learning Tensor Representations for Meta-Learning AISTATS 2022
A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract) AAAI 2022
Landscape analysis of an improved power method for tensor decomposition NIPS 2021
Probabilistic Tensor Decomposition of Neural Population Spiking Activity NIPS 2021
Clustering Ensemble Meets Low-rank Tensor Approximation AAAI 2021
Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations NIPS 2021
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration JMLR 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators ACL 2021
Implicit Sentiment Analysis with Event-centered Text Representation EMNLP 2021
Statistical Query Lower Bounds for Tensor PCA JMLR 2021
Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions JMLR 2021
A Sampling-Based Method for Tensor Ring Decomposition ICML 2021
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators IJCNLP 2021
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation ICCV 2021
Towards Compact CNNs via Collaborative Compression CVPR 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols NAACL 2021
Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021
Efficient Folded Attention for Medical Image Reconstruction and Segmentation AAAI 2021