| Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models | Oct 14, 2024 | Federated LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| Merging Experts into One: Improving Computational Efficiency of Mixture of Experts | Oct 15, 2023 | Computational EfficiencyMixture-of-Experts | CodeCode Available | 1 | 5 |
| Few-Shot and Continual Learning with Attentive Independent Mechanisms | Jul 29, 2021 | Continual LearningFew-Shot Learning | 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 |
| Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy | Oct 2, 2023 | Mixture-of-Experts | CodeCode Available | 1 | 5 |
| Merging Multi-Task Models via Weight-Ensembling Mixture of Experts | Feb 1, 2024 | Mixture-of-ExpertsTask Arithmetic | CodeCode Available | 1 | 5 |
| MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter | Jun 7, 2024 | CPUGPU | 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 |
| Specialized federated learning using a mixture of experts | Oct 5, 2020 | Federated LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts | Oct 8, 2022 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer | May 30, 2025 | Mixture-of-Experts | CodeCode Available | 1 | 5 |
| Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images | Apr 21, 2025 | Mixture-of-Experts | 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 |
| Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries | Aug 16, 2022 | Mixture-of-Experts | CodeCode Available | 1 | 5 |
| AquilaMoE: Efficient Training for MoE Models with Scale-Up and Scale-Out Strategies | Aug 13, 2024 | Language ModellingMixture-of-Experts | CodeCode Available | 1 | 5 |
| Exploiting Inter-Layer Expert Affinity for Accelerating Mixture-of-Experts Model Inference | Jan 16, 2024 | GPUMixture-of-Experts | CodeCode Available | 1 | 5 |
| FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing | Dec 22, 2023 | Mixture-of-ExpertsMotion Generation | CodeCode Available | 1 | 5 |
| AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models | Jun 19, 2024 | ARCMixture-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 |
| Making Neural Networks Interpretable with Attribution: Application to Implicit Signals Prediction | Aug 26, 2020 | Interpretable Machine LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| MedCoT: Medical Chain of Thought via Hierarchical Expert | Dec 18, 2024 | DiagnosticMedical Visual Question Answering | CodeCode Available | 1 | 5 |
| Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identification | Dec 16, 2021 | Generalizable Person Re-identificationMixture-of-Experts | CodeCode Available | 1 | 5 |
| Mixture of Experts Meets Prompt-Based Continual Learning | May 23, 2024 | Continual LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Emotion-Qwen: Training Hybrid Experts for Unified Emotion and General Vision-Language Understanding | May 10, 2025 | DescriptiveEmotion Recognition | CodeCode Available | 1 | 5 |
