| Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering | Nov 21, 2022 | Dynamic ReconstructionTensor Decomposition | CodeCode Available | 2 |
| Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis | Mar 7, 2023 | NeRFTensor Decomposition | CodeCode Available | 1 |
| A Tensorized Transformer for Language Modeling | Jun 24, 2019 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Exploring Extreme Parameter Compression for Pre-trained Language Models | May 20, 2022 | Knowledge DistillationTensor Decomposition | CodeCode Available | 1 |
| Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering | Oct 6, 2023 | ClusteringIncomplete multi-view clustering | CodeCode Available | 1 |
| 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 |
| A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks | May 28, 2022 | Tensor Decomposition | CodeCode Available | 1 |
| Consistent Collaborative Filtering via Tensor Decomposition | Jan 28, 2022 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains | Nov 26, 2022 | Domain AdaptationTensor Decomposition | CodeCode Available | 1 |
| 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 |
| Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases | Jul 8, 2020 | Link PredictionTensor Decomposition | CodeCode Available | 1 |
| Initialization and Regularization of Factorized Neural Layers | May 3, 2021 | Knowledge DistillationModel Compression | CodeCode Available | 1 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 |
| Large-Scale Learning with Fourier Features and Tensor Decompositions | Sep 3, 2021 | Tensor Decomposition | CodeCode Available | 1 |
| Convolutional neural networks with low-rank regularization | Nov 19, 2015 | Data AugmentationTensor Decomposition | CodeCode Available | 1 |
| ATD: Augmenting CP Tensor Decomposition by Self Supervision | Jun 15, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Canonical Tensor Decomposition for Knowledge Base Completion | Jun 19, 2018 | Dynamic Link PredictionKnowledge Base Completion | CodeCode Available | 1 |
| Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition | Nov 19, 2018 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 |
| Deep Tensor CCA for Multi-view Learning | May 25, 2020 | MULTI-VIEW LEARNINGTensor Decomposition | CodeCode Available | 1 |
| Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor Factorization | Nov 28, 2021 | Dimensionality ReductionFeature Engineering | CodeCode Available | 1 |
| 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 |
| Interpolating neural network: A novel unification of machine learning and interpolation theory | Apr 16, 2024 | GPUPhysical Simulations | CodeCode Available | 1 |
| FLoRA: Low-Rank Core Space for N-dimension | May 23, 2024 | parameter-efficient fine-tuningTensor Decomposition | CodeCode Available | 1 |
| Functional Tensor Decompositions for Physics-Informed Neural Networks | Aug 23, 2024 | Tensor Decomposition | CodeCode Available | 1 |
| Expressive power of recurrent neural networks | Nov 2, 2017 | Tensor Decomposition | CodeCode Available | 1 |
