| M3-Jepa: Multimodal Alignment via Multi-directional MoE based on the JEPA framework | Sep 9, 2024 | Computational EfficiencyCross-Modal Retrieval | CodeCode Available | 1 |
| Gradient-free variational learning with conditional mixture networks | Aug 29, 2024 | Computational EfficiencyMixture-of-Experts | CodeCode Available | 1 |
| Navigating Spatio-Temporal Heterogeneity: A Graph Transformer Approach for Traffic Forecasting | Aug 20, 2024 | AttributeMixture-of-Experts | CodeCode Available | 1 |
| AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference | Aug 19, 2024 | ManagementMixture-of-Experts | CodeCode Available | 1 |
| Customizing Language Models with Instance-wise LoRA for Sequential Recommendation | Aug 19, 2024 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 |
| Layerwise Recurrent Router for Mixture-of-Experts | Aug 13, 2024 | AttributeMixture-of-Experts | CodeCode Available | 1 |
| AquilaMoE: Efficient Training for MoE Models with Scale-Up and Scale-Out Strategies | Aug 13, 2024 | Language ModellingMixture-of-Experts | CodeCode Available | 1 |
| MoExtend: Tuning New Experts for Modality and Task Extension | Aug 7, 2024 | Mixture-of-Experts | CodeCode Available | 1 |
| Dynamic Language Group-Based MoE: Enhancing Code-Switching Speech Recognition with Hierarchical Routing | Jul 26, 2024 | AttributeLanguage Modelling | CodeCode Available | 1 |
| M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis | Jul 24, 2024 | Mixture-of-ExpertsMultiple Instance Learning | CodeCode Available | 1 |
