| Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering | Nov 21, 2022 | Dynamic ReconstructionTensor Decomposition | CodeCode Available | 2 | 5 |
| Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition | Nov 19, 2018 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 | 5 |
| A Tensorized Transformer for Language Modeling | Jun 24, 2019 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations | Apr 10, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Convolutional neural networks with low-rank regularization | Nov 19, 2015 | Data AugmentationTensor Decomposition | CodeCode Available | 1 | 5 |
| Consistent Collaborative Filtering via Tensor Decomposition | Jan 28, 2022 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 | 5 |
| FLoRA: Low-Rank Core Space for N-dimension | May 23, 2024 | parameter-efficient fine-tuningTensor Decomposition | CodeCode Available | 1 | 5 |
| Multi-view Tensor Graph Neural Networks Through Reinforced Aggregation | Apr 1, 2023 | Graph Representation LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models | Mar 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| TedNet: A Pytorch Toolkit for Tensor Decomposition Networks | Apr 11, 2021 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Expressive power of recurrent neural networks | Nov 2, 2017 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Quantized Radio Map Estimation Using Tensor and Deep Generative Models | Mar 3, 2023 | Spectrum CartographyTensor Decomposition | CodeCode Available | 1 | 5 |
| Deep Tensor CCA for Multi-view Learning | May 25, 2020 | MULTI-VIEW LEARNINGTensor Decomposition | CodeCode Available | 1 | 5 |
| On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation | Apr 23, 2022 | Knowledge DistillationRecommendation Systems | CodeCode Available | 1 | 5 |
| Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases | Jul 8, 2020 | Link PredictionTensor Decomposition | CodeCode Available | 1 | 5 |
| Functional Tensor Decompositions for Physics-Informed Neural Networks | Aug 23, 2024 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis | Mar 7, 2023 | NeRFTensor Decomposition | CodeCode Available | 1 | 5 |
| Network of Tensor Time Series | Feb 15, 2021 | Financial AnalysisTensor Decomposition | CodeCode Available | 1 | 5 |
| On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES | Jul 4, 2020 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning | Apr 29, 2022 | Entity TypingGraph Embedding | CodeCode Available | 1 | 5 |
| Strivec: Sparse Tri-Vector Radiance Fields | Jul 25, 2023 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Unified Low-rank Compression Framework for Click-through Rate Prediction | May 28, 2024 | Click-Through Rate PredictionLow-rank compression | CodeCode Available | 1 | 5 |
| Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars | Dec 18, 2022 | Constituency Parsingparameter estimation | CodeCode Available | 1 | 5 |
| DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains | Nov 26, 2022 | Domain AdaptationTensor Decomposition | CodeCode Available | 1 | 5 |
| Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics | Feb 28, 2020 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Interpolating neural network: A novel unification of machine learning and interpolation theory | Apr 16, 2024 | GPUPhysical Simulations | CodeCode Available | 1 | 5 |
| Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank Determination | Oct 17, 2020 | Model CompressionTensor Decomposition | CodeCode Available | 1 | 5 |
| Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decomposition | Oct 3, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Exploring Extreme Parameter Compression for Pre-trained Language Models | May 20, 2022 | Knowledge DistillationTensor Decomposition | CodeCode Available | 1 | 5 |
| Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms | Oct 13, 2018 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Canonical Tensor Decomposition for Knowledge Base Completion | Jun 19, 2018 | Dynamic Link PredictionKnowledge Base Completion | CodeCode Available | 1 | 5 |
| A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks | May 28, 2022 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| ATD: Augmenting CP Tensor Decomposition by Self Supervision | Jun 15, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 | 5 |
| Initialization and Regularization of Factorized Neural Layers | May 3, 2021 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering | Oct 6, 2023 | ClusteringIncomplete multi-view clustering | CodeCode Available | 1 | 5 |
| Large-Scale Learning with Fourier Features and Tensor Decompositions | Sep 3, 2021 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction | Sep 30, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor Factorization | Nov 28, 2021 | Dimensionality ReductionFeature Engineering | CodeCode Available | 1 | 5 |
| Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition | Mar 6, 2015 | Tensor Decomposition | CodeCode Available | 0 | 5 |
| Accelerating Training using Tensor Decomposition | Sep 10, 2019 | CPUGPU | CodeCode Available | 0 | 5 |
| Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks | Dec 1, 2019 | Model CompressionNeural Architecture Search | CodeCode Available | 0 | 5 |
| A Generalized Language Model in Tensor Space | Jan 31, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| A Generalized Hierarchical Nonnegative Tensor Decomposition | Sep 30, 2021 | Tensor Decomposition | CodeCode Available | 0 | 5 |
| Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks | Aug 13, 2019 | Model CompressionNeural Architecture Search | CodeCode Available | 0 | 5 |
| Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis Systems | Jul 30, 2021 | Dimensionality ReductionTensor Decomposition | CodeCode Available | 0 | 5 |
| Efficient Nonparametric Tensor Decomposition for Binary and Count Data | Jan 15, 2024 | Tensor DecompositionVariational Inference | CodeCode Available | 0 | 5 |
| D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams | May 1, 2025 | Tensor Decomposition | CodeCode Available | 0 | 5 |
| Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling | Sep 17, 2024 | Anomaly DetectionDomain Adaptation | CodeCode Available | 0 | 5 |
| Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition | Dec 11, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 0 | 5 |
