| Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering | Nov 21, 2022 | Dynamic ReconstructionTensor Decomposition | CodeCode Available | 2 |
| 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 |
| Functional Tensor Decompositions for Physics-Informed Neural Networks | Aug 23, 2024 | Tensor Decomposition | CodeCode Available | 1 |
| Unified Low-rank Compression Framework for Click-through Rate Prediction | May 28, 2024 | Click-Through Rate PredictionLow-rank compression | CodeCode Available | 1 |
| FLoRA: Low-Rank Core Space for N-dimension | May 23, 2024 | parameter-efficient fine-tuningTensor Decomposition | CodeCode Available | 1 |
| Interpolating neural network: A novel unification of machine learning and interpolation theory | Apr 16, 2024 | GPUPhysical Simulations | CodeCode Available | 1 |
| Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering | Oct 6, 2023 | ClusteringIncomplete multi-view clustering | CodeCode Available | 1 |
| Strivec: Sparse Tri-Vector Radiance Fields | Jul 25, 2023 | Tensor Decomposition | CodeCode Available | 1 |
| Multi-view Tensor Graph Neural Networks Through Reinforced Aggregation | Apr 1, 2023 | Graph Representation LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| 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 |
| Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars | Dec 18, 2022 | Constituency Parsingparameter estimation | CodeCode Available | 1 |
| DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains | Nov 26, 2022 | Domain AdaptationTensor Decomposition | 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 |
| Exploring Extreme Parameter Compression for Pre-trained Language Models | May 20, 2022 | Knowledge DistillationTensor Decomposition | CodeCode Available | 1 |
| 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 |
| Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations | Apr 10, 2022 | Graph EmbeddingKnowledge Graph Completion | CodeCode Available | 1 |
| Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models | Mar 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Consistent Collaborative Filtering via Tensor Decomposition | Jan 28, 2022 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings | Dec 9, 2021 | Contrastive LearningGraph Embedding | CodeCode Available | 1 |
| Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor Factorization | Nov 28, 2021 | Dimensionality ReductionFeature Engineering | CodeCode Available | 1 |
| Large-Scale Learning with Fourier Features and Tensor Decompositions | Sep 3, 2021 | Tensor Decomposition | CodeCode Available | 1 |
| ATD: Augmenting CP Tensor Decomposition by Self Supervision | Jun 15, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
