| Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping | Oct 3, 2024 | GPUMixture-of-Experts | —Unverified | 0 |
| Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms | Feb 21, 2018 | Ensemble LearningMixture-of-Experts | —Unverified | 0 |
| Efficient Reflectance Capture with a Deep Gated Mixture-of-Experts | Mar 29, 2022 | DecoderMixture-of-Experts | —Unverified | 0 |
| Efficient Model Agnostic Approach for Implicit Neural Representation Based Arbitrary-Scale Image Super-Resolution | Nov 20, 2023 | Computational EfficiencyDecoder | —Unverified | 0 |
| Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts | Feb 5, 2024 | GPUMixture-of-Experts | —Unverified | 0 |
| An Effective Mixture-Of-Experts Approach For Code-Switching Speech Recognition Leveraging Encoder Disentanglement | Feb 27, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts | May 16, 2024 | Dialogue State TrackingMixture-of-Experts | —Unverified | 0 |
| Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning | Jun 7, 2025 | Continual LearningFederated Learning | —Unverified | 0 |
| Mix of Experts Language Model for Named Entity Recognition | Apr 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning | Dec 19, 2023 | DiversityInstruction Following | —Unverified | 0 |
| Mixture of Experts-augmented Deep Unfolding for Activity Detection in IRS-aided Systems | Feb 27, 2025 | Action DetectionActivity Detection | —Unverified | 0 |
| Mixture of Experts in Large Language Models | Jul 15, 2025 | DiversityLanguage Modeling | —Unverified | 0 |
| EfficientLLM: Efficiency in Large Language Models | May 20, 2025 | Mixture-of-ExpertsQuantization | —Unverified | 0 |
| Efficient Large Scale Video Classification | May 22, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM | Mar 12, 2024 | Arithmetic ReasoningCode Generation | —Unverified | 0 |
| Efficient Large Scale Language Modeling with Mixtures of Experts | Dec 20, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Language Modeling with Sparse all-MLP | Mar 14, 2022 | AllCommon Sense Reasoning | —Unverified | 0 |
| BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification | Mar 5, 2025 | Mixture-of-Experts | —Unverified | 0 |
| Anchoring to Exemplars for Training Mixture-of-Expert Cell Embeddings | Dec 6, 2021 | Drug DiscoveryGPU | —Unverified | 0 |
| M^3TN: Multi-gate Mixture-of-Experts based Multi-valued Treatment Network for Uplift Modeling | Jan 24, 2024 | Mixture-of-Experts | —Unverified | 0 |
| M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration | Jun 9, 2025 | AllImage Restoration | —Unverified | 0 |
| M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference | Feb 4, 2025 | Mixture-of-Experts | —Unverified | 0 |
| Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation | Dec 27, 2023 | Image RestorationMixture-of-Experts | —Unverified | 0 |
| M^2CD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation | Mar 25, 2025 | Change DetectionDisaster Response | —Unverified | 0 |
| Brain-Like Processing Pathways Form in Models With Heterogeneous Experts | Jun 3, 2025 | FormMixture-of-Experts | —Unverified | 0 |
| An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning | Feb 22, 2025 | ARCContinual Learning | —Unverified | 0 |
| AdaSpeech 3: Adaptive Text to Speech for Spontaneous Style | Jul 6, 2021 | DecoderMixture-of-Experts | —Unverified | 0 |
| MIRA: Medical Time Series Foundation Model for Real-World Health Data | Jun 9, 2025 | EthicsMissing Values | —Unverified | 0 |
| Lynx: Enabling Efficient MoE Inference through Dynamic Batch-Aware Expert Selection | Nov 13, 2024 | Code GenerationMathematical Reasoning | —Unverified | 0 |
| LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues | May 5, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks | May 21, 2025 | Mixture-of-Experts | —Unverified | 0 |
| M6-T: Exploring Sparse Expert Models and Beyond | Nov 16, 2021 | Mixture-of-Experts | —Unverified | 0 |
| Machine learning based digital twin for dynamical systems with multiple time-scales | May 12, 2020 | BIG-bench Machine LearningMixture-of-Experts | —Unverified | 0 |
| LPT++: Efficient Training on Mixture of Long-tailed Experts | Sep 17, 2024 | Mixture-of-Expertsparameter-efficient fine-tuning | —Unverified | 0 |
| Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation | Jun 19, 2024 | Continual LearningImage Segmentation | —Unverified | 0 |
| MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning | Oct 30, 2024 | Computational EfficiencyMixture-of-Experts | —Unverified | 0 |
| MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model | Mar 8, 2025 | Mixture-of-Experts | —Unverified | 0 |
| Boost Your NeRF: A Model-Agnostic Mixture of Experts Framework for High Quality and Efficient Rendering | Jul 15, 2024 | Mixture-of-ExpertsNeRF | —Unverified | 0 |
| An Autonomous Negotiating Agent Framework with Reinforcement Learning Based Strategies and Adaptive Strategy Switching Mechanism | Feb 6, 2021 | Mixture-of-Experts | —Unverified | 0 |
| Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training | May 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design | May 28, 2024 | Mixture-of-Experts | —Unverified | 0 |
| Efficient Mixture-of-Expert for Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving | Oct 28, 2024 | Autonomous DrivingMixture-of-Experts | —Unverified | 0 |
| Massively Multilingual Shallow Fusion with Large Language Models | Feb 17, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing | Jun 17, 2025 | ARCCoLA | —Unverified | 0 |
| 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 |
| Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging | Oct 29, 2024 | Mixture-of-ExpertsMulti-Task Learning | —Unverified | 0 |
| Adaptive Segmentation-Based Initialization for Steered Mixture of Experts Image Regression | Sep 16, 2024 | DenoisingMixture-of-Experts | —Unverified | 0 |
| Boosting Code-Switching ASR with Mixture of Experts Enhanced Speech-Conditioned LLM | Sep 24, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Mean-field limit from general mixtures of experts to quantum neural networks | Jan 24, 2025 | Mixture-of-Experts | —Unverified | 0 |
| Locking and Quacking: Stacking Bayesian model predictions by log-pooling and superposition | May 12, 2023 | Bayesian InferenceMixture-of-Experts | —Unverified | 0 |