| Merging Multi-Task Models via Weight-Ensembling Mixture of Experts | Feb 1, 2024 | Mixture-of-ExpertsTask Arithmetic | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis | Sep 7, 2023 | Image GenerationMixture-of-Experts | CodeCode Available | 1 | 5 |
| 3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition | Apr 7, 2022 | Mixture-of-Expertsspeech-recognition | CodeCode Available | 1 | 5 |
| M^3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design | Oct 26, 2022 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 | 5 |
| M^4oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts | May 15, 2024 | Image SegmentationMixture-of-Experts | CodeCode Available | 1 | 5 |
| Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark | Jun 12, 2024 | BenchmarkingMixture-of-Experts | CodeCode Available | 1 | 5 |
| Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation | Apr 3, 2023 | Mixture-of-ExpertsTransfer Learning | CodeCode Available | 1 | 5 |
| EWMoE: An effective model for global weather forecasting with mixture-of-experts | May 9, 2024 | Mixture-of-ExpertsWeather Forecasting | CodeCode Available | 1 | 5 |
| AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference | Aug 19, 2024 | ManagementMixture-of-Experts | CodeCode Available | 1 | 5 |
