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| Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems | Jul 13, 2023 | Tensor DecompositionTime Series | —Unverified | 0 |
| Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression | Jul 12, 2023 | DescriptiveQuantization | —Unverified | 0 |
| Neural Free-Viewpoint Relighting for Glossy Indirect Illumination | Jul 12, 2023 | Tensor Decomposition | —Unverified | 0 |
| Complex-valued Adaptive System Identification via Low-Rank Tensor Decomposition | Jun 28, 2023 | Tensor Decomposition | —Unverified | 0 |
| Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition | Jun 16, 2023 | AttributeNeural Network Compression | —Unverified | 0 |
| Symmetry & Critical Points for Symmetric Tensor Decomposition Problems | Jun 13, 2023 | LEMMATensor Decomposition | —Unverified | 0 |
| Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition | Jun 8, 2023 | Efficient Neural NetworkQuantization | CodeCode Available | 0 |
| Tensor decomposition for minimization of E2E SLU model toward on-device processing | Jun 2, 2023 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Faster Robust Tensor Power Method for Arbitrary Order | Jun 1, 2023 | Tensor Decomposition | —Unverified | 0 |
| Type-to-Track: Retrieve Any Object via Prompt-based Tracking | May 22, 2023 | Grounded Multiple Object TrackingMultiple Object Tracking | —Unverified | 0 |
| Spatiotemporal Regularized Tucker Decomposition Approach for Traffic Data Imputation | May 11, 2023 | ImputationTensor Decomposition | —Unverified | 0 |
| ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks | May 10, 2023 | Deep LearningGraph Attention | —Unverified | 0 |
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| Adaptively Topological Tensor Network for Multi-view Subspace Clustering | May 1, 2023 | ClusteringMulti-view Subspace Clustering | —Unverified | 0 |
| Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences | Apr 29, 2023 | Tensor Decomposition | —Unverified | 0 |
| Tensor Decomposition for Model Reduction in Neural Networks: A Review | Apr 26, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Unsourced Random Access With Tensor-Based and Coherent Modulations | Apr 24, 2023 | Tensor Decomposition | —Unverified | 0 |
| Estimating Joint Probability Distribution With Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries | Apr 18, 2023 | Tensor Decomposition | —Unverified | 0 |
| Learning-based Spatial and Angular Information Separation for Light Field Compression | Apr 13, 2023 | Tensor Decomposition | —Unverified | 0 |
| Multi-view Tensor Graph Neural Networks Through Reinforced Aggregation | Apr 1, 2023 | Graph Representation LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee | Mar 13, 2023 | Image ClassificationModel Compression | CodeCode Available | 0 |
| Upper Bound of Real Log Canonical Threshold of Tensor Decomposition and its Application to Bayesian Inference | Mar 10, 2023 | Bayesian InferenceTensor Decomposition | —Unverified | 0 |
| Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis | Mar 7, 2023 | NeRFTensor Decomposition | CodeCode Available | 1 |
| Quantized Radio Map Estimation Using Tensor and Deep Generative Models | Mar 3, 2023 | Spectrum CartographyTensor Decomposition | CodeCode Available | 1 |
| Streaming data recovery via Bayesian tensor train decomposition | Feb 23, 2023 | Tensor DecompositionVariational Inference | —Unverified | 0 |
| Knowledge Graph Completion based on Tensor Decomposition for Disease Gene Prediction | Feb 18, 2023 | Knowledge Graph CompletionTensor Decomposition | CodeCode Available | 0 |
| A generalizable framework for low-rank tensor completion with numerical priors | Feb 12, 2023 | Tensor Decomposition | CodeCode Available | 0 |
| Fast Learnings of Coupled Nonnegative Tensor Decomposition Using Optimal Gradient and Low-rank Approximation | Feb 10, 2023 | EEGTensor Decomposition | —Unverified | 0 |
| Quantum-inspired tensor network for Earth science | Jan 15, 2023 | GPUQuantum Machine Learning | —Unverified | 0 |
| Tensor Denoising via Amplification and Stable Rank Methods | Jan 10, 2023 | DenoisingTensor Decomposition | —Unverified | 0 |
| Tensor4D: Efficient Neural 4D Decomposition for High-Fidelity Dynamic Reconstruction and Rendering | Jan 1, 2023 | Dynamic ReconstructionTensor Decomposition | —Unverified | 0 |
| Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars | Dec 18, 2022 | Constituency Parsingparameter estimation | CodeCode Available | 1 |
| Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition | Dec 12, 2022 | Open-Ended Question AnsweringTensor Decomposition | —Unverified | 0 |
| Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition | Dec 11, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 0 |
| Decomposable Sparse Tensor on Tensor Regression | Dec 9, 2022 | regressionTensor Decomposition | —Unverified | 0 |
| Reconstructing Training Data from Model Gradient, Provably | Dec 7, 2022 | Federated Learningmodel | —Unverified | 0 |
| Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition | Dec 5, 2022 | Tensor DecompositionVideo Recognition | —Unverified | 0 |
| Vandermonde Constrained Tensor Decomposition for Hybrid Beamforming in Multi-Carrier MIMO Systems | Nov 30, 2022 | Tensor Decomposition | —Unverified | 0 |
| HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression | Nov 30, 2022 | Efficient ExplorationKnowledge Distillation | —Unverified | 0 |
| Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration | Nov 27, 2022 | Data CompressionDenoising | —Unverified | 0 |
| DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains | Nov 26, 2022 | Domain AdaptationTensor Decomposition | CodeCode Available | 1 |
| Coupled CP tensor decomposition with shared and distinct components for multi-task fMRI data fusion | Nov 25, 2022 | Tensor Decomposition | —Unverified | 0 |
| Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology | Nov 24, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering | Nov 21, 2022 | Dynamic ReconstructionTensor Decomposition | CodeCode Available | 2 |
| The Perfect Match: RIS-enabled MIMO Channel Estimation Using Tensor Decomposition | Nov 18, 2022 | Tensor Decomposition | —Unverified | 0 |
| Efficient Estimation for Longitudinal Networks via Adaptive Merging | Nov 15, 2022 | Tensor Decomposition | —Unverified | 0 |
| Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials | Nov 10, 2022 | Tensor Decomposition | —Unverified | 0 |
| Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models | Nov 7, 2022 | LEMMATensor Decomposition | —Unverified | 0 |
| STN: a new tensor network method to identify stimulus category from brain activity pattern | Oct 31, 2022 | Tensor Decomposition | —Unverified | 0 |