| Reducing the Control Overhead of Intelligent Reconfigurable Surfaces Via a Tensor-Based Low-Rank Factorization Approach | Jun 10, 2022 | Tensor Decomposition | —Unverified | 0 |
| Canonical convolutional neural networks | Jun 3, 2022 | FormModel Compression | CodeCode Available | 0 |
| Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net) | Jun 2, 2022 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition | Jun 1, 2022 | blind source separationEEG | —Unverified | 0 |
| STN: Scalable Tensorizing Networks via Structure-Aware Training and Adaptive Compression | May 30, 2022 | Tensor Decomposition | —Unverified | 0 |
| A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks | May 28, 2022 | Tensor Decomposition | CodeCode Available | 1 |
| Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling | May 28, 2022 | Gaussian ProcessesTensor Decomposition | —Unverified | 0 |
| Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs | May 26, 2022 | Dimensionality ReductionTensor Decomposition | —Unverified | 0 |
| High-Order Pooling for Graph Neural Networks with Tensor Decomposition | May 24, 2022 | ClassificationGraph Classification | —Unverified | 0 |
| Decoupling multivariate functions using a nonparametric filtered tensor decomposition | May 23, 2022 | FormTensor Decomposition | —Unverified | 0 |
| Tensor Shape Search for Optimum Data Compression | May 21, 2022 | Data CompressionTensor Decomposition | —Unverified | 0 |
| Exploring Extreme Parameter Compression for Pre-trained Language Models | May 20, 2022 | Knowledge DistillationTensor Decomposition | CodeCode Available | 1 |
| High-Order Multilinear Discriminant Analysis via Order-n Tensor Eigendecomposition | May 18, 2022 | Tensor DecompositionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review | May 13, 2022 | Anomaly Detectioncompressed sensing | —Unverified | 0 |
| Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing | May 8, 2022 | Hyperspectral UnmixingTensor Decomposition | —Unverified | 0 |
| PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning | Apr 29, 2022 | Entity TypingGraph Embedding | CodeCode Available | 1 |
| On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation | Apr 23, 2022 | Knowledge DistillationRecommendation Systems | CodeCode Available | 1 |
| Polynomial-time Sparse Measure Recovery: From Mean Field Theory to Algorithm Design | Apr 16, 2022 | Super-ResolutionTensor Decomposition | CodeCode Available | 0 |
| Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations | Apr 10, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Learning Polynomial Transformations | Apr 8, 2022 | Tensor Decomposition | —Unverified | 0 |
| Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference | Apr 7, 2022 | Dependency ParsingSemantic Dependency Parsing | CodeCode Available | 0 |
| DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors | Apr 7, 2022 | DenoisingHyperspectral Image Denoising | —Unverified | 0 |
| A high-order tensor completion algorithm based on Fully-Connected Tensor Network weighted optimization | Apr 4, 2022 | Tensor Decomposition | —Unverified | 0 |
| Compressed Channel Estimation for IRS-Assisted Millimeter Wave OFDM Systems: A Low-Rank Tensor Decomposition-Based Approach | Mar 30, 2022 | Tensor Decomposition | —Unverified | 0 |
| Noisy Tensor Completion via Low-rank Tensor Ring | Mar 14, 2022 | Tensor Decomposition | —Unverified | 0 |
