| MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts | Mar 18, 2025 | Mixture-of-Expertsparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| MCR-DL: Mix-and-Match Communication Runtime for Deep Learning | Mar 15, 2023 | Deep LearningGPU | —Unverified | 0 | 0 |
| Mean-field limit from general mixtures of experts to quantum neural networks | Jan 24, 2025 | Mixture-of-Experts | —Unverified | 0 | 0 |
| MECATS: Mixture-of-Experts for Probabilistic Forecasts of Aggregated Time Series | Sep 29, 2021 | Mixture-of-ExpertsTime Series | —Unverified | 0 | 0 |
| Mediated Experts for Deep Convolutional Networks | Nov 19, 2015 | Incremental LearningMixture-of-Experts | —Unverified | 0 | 0 |
| MedMoE: Modality-Specialized Mixture of Experts for Medical Vision-Language Understanding | Jun 10, 2025 | DiagnosticMixture-of-Experts | —Unverified | 0 | 0 |
| MEET: Mixture of Experts Extra Tree-Based sEMG Hand Gesture Identification | May 6, 2024 | Electromyography (EMG)Gesture Recognition | —Unverified | 0 | 0 |
| MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation | May 7, 2018 | ClusteringImage Generation | —Unverified | 0 | 0 |
| MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism | Apr 3, 2025 | CPUGPU | —Unverified | 0 | 0 |
| MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors | May 29, 2024 | Mixture-of-ExpertsModel Editing | —Unverified | 0 | 0 |
| Memory Analysis on the Training Course of DeepSeek Models | Feb 11, 2025 | GPUMixture-of-Experts | —Unverified | 0 | 0 |
| Memory Augmented Language Models through Mixture of Word Experts | Nov 15, 2023 | Mixture-of-Experts | —Unverified | 0 | 0 |
| Toward generalizable learning of all (linear) first-order methods via memory augmented Transformers | Oct 8, 2024 | AllMixture-of-Experts | —Unverified | 0 | 0 |
| Memory Clustering using Persistent Homology for Multimodality- and Discontinuity-Sensitive Learning of Optimal Control Warm-starts | Oct 2, 2020 | ClusteringMixture-of-Experts | —Unverified | 0 | 0 |
| Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model | Dec 19, 2022 | GPUMachine Translation | —Unverified | 0 | 0 |
| MENTOR: Mixture-of-Experts Network with Task-Oriented Perturbation for Visual Reinforcement Learning | Oct 19, 2024 | Deep Reinforcement LearningMixture-of-Experts | —Unverified | 0 | 0 |
| MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs | Feb 3, 2025 | Mathematical ReasoningMixture-of-Experts | —Unverified | 0 | 0 |
| MERLOT: A Distilled LLM-based Mixture-of-Experts Framework for Scalable Encrypted Traffic Classification | Nov 20, 2024 | DecoderLanguage Modeling | —Unverified | 0 | 0 |
| MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification | Jan 1, 2025 | image-classificationImage Classification | —Unverified | 0 | 0 |
| mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training | Jan 7, 2025 | BlockingGPU | —Unverified | 0 | 0 |
| MH-MoE: Multi-Head Mixture-of-Experts | Nov 25, 2024 | Mixture-of-Experts | —Unverified | 0 | 0 |
| MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning | Oct 23, 2024 | MathMixture-of-Experts | —Unverified | 0 | 0 |
| MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging | May 17, 2025 | Continual LearningMixture-of-Experts | —Unverified | 0 | 0 |
| MIRA: Medical Time Series Foundation Model for Real-World Health Data | Jun 9, 2025 | EthicsMissing Values | —Unverified | 0 | 0 |
| MIXCAPS: A Capsule Network-based Mixture of Experts for Lung Nodule Malignancy Prediction | Aug 13, 2020 | Mixture-of-ExpertsSpecificity | —Unverified | 0 | 0 |
| Mixed Regression via Approximate Message Passing | Apr 5, 2023 | DenoisingMixture-of-Experts | —Unverified | 0 | 0 |
| Mix of Experts Language Model for Named Entity Recognition | Apr 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Mixture of Cache-Conditional Experts for Efficient Mobile Device Inference | Nov 27, 2024 | GSM8KLanguage Modeling | —Unverified | 0 | 0 |
| Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning | Dec 19, 2023 | DiversityInstruction Following | —Unverified | 0 | 0 |
| Mixture of Decoupled Message Passing Experts with Entropy Constraint for General Node Classification | Feb 12, 2025 | Mixture-of-ExpertsNode Classification | —Unverified | 0 | 0 |
| Mixture of Diverse Size Experts | Sep 18, 2024 | Mixture-of-Experts | —Unverified | 0 | 0 |
| Mixture of ELM based experts with trainable gating network | May 25, 2021 | Ensemble LearningMixture-of-Experts | —Unverified | 0 | 0 |
| Mixture of Experts-augmented Deep Unfolding for Activity Detection in IRS-aided Systems | Feb 27, 2025 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Mixture of Experts based Multi-task Supervise Learning from Crowds | Jul 18, 2024 | Mixture-of-Experts | —Unverified | 0 | 0 |
| Mixture of Experts for Biomedical Question Answering | Apr 15, 2022 | Mixture-of-ExpertsQuestion Answering | —Unverified | 0 | 0 |
| Mixture of Experts for Node Classification | Nov 30, 2024 | ClassificationMixture-of-Experts | —Unverified | 0 | 0 |
| Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach | Nov 1, 2023 | Domain AdaptationMixture-of-Experts | —Unverified | 0 | 0 |
| Mixture-of-Experts for Personalized and Semantic-Aware Next Location Prediction | May 30, 2025 | Domain GeneralizationMixture-of-Experts | —Unverified | 0 | 0 |
| Mixture of Experts for Recognizing Depression from Interview and Reading Tasks | Feb 27, 2025 | Mixture-of-Experts | —Unverified | 0 | 0 |
| Mixture of Experts in a Mixture of RL settings | Jun 26, 2024 | Deep Reinforcement LearningMixture-of-Experts | —Unverified | 0 | 0 |
| Mixture of Experts in Image Classification: What's the Sweet Spot? | Nov 27, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Mixture of Experts in Large Language Models | Jul 15, 2025 | DiversityLanguage Modeling | —Unverified | 0 | 0 |
| Mixture of experts models for multilevel data: modelling framework and approximation theory | Sep 30, 2022 | Mixture-of-Expertsregression | —Unverified | 0 | 0 |
| Mixture of Experts Soften the Curse of Dimensionality in Operator Learning | Apr 13, 2024 | Mixture-of-ExpertsOperator learning | —Unverified | 0 | 0 |
| Mixture-of-experts VAEs can disregard variation in surjective multimodal data | Apr 11, 2022 | Mixture-of-Experts | —Unverified | 0 | 0 |
| Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations | Sep 25, 2019 | ClusteringDecoder | —Unverified | 0 | 0 |
| Mixture-of-Experts with Expert Choice Routing | Feb 18, 2022 | Mixture-of-Experts | —Unverified | 0 | 0 |
| Mixture of Experts with Mixture of Precisions for Tuning Quality of Service | Jul 19, 2024 | CPUGPU | —Unverified | 0 | 0 |
| Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment | May 1, 2024 | Mixture-of-Experts | —Unverified | 0 | 0 |
| Mixture-of-LoRAs: An Efficient Multitask Tuning for Large Language Models | Mar 6, 2024 | Mixture-of-ExpertsMulti-Task Learning | —Unverified | 0 | 0 |