| UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook | Feb 27, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations | Mar 20, 2025 | Image RestorationMixture-of-Experts | —Unverified | 0 |
| Unified Modeling of Multi-Domain Multi-Device ASR Systems | May 13, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Unify and Anchor: A Context-Aware Transformer for Cross-Domain Time Series Forecasting | Mar 3, 2025 | Domain GeneralizationMixture-of-Experts | —Unverified | 0 |
| Unimodal-driven Distillation in Multimodal Emotion Recognition with Dynamic Fusion | Mar 31, 2025 | Emotion RecognitionKnowledge Distillation | —Unverified | 0 |
| UniPaint: Unified Space-time Video Inpainting via Mixture-of-Experts | Dec 9, 2024 | Mixture-of-ExpertsVideo Inpainting | —Unverified | 0 |
| UniF^2ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models | Mar 11, 2025 | AttributeMixture-of-Experts | —Unverified | 0 |
| UniUIR: Considering Underwater Image Restoration as An All-in-One Learner | Jan 22, 2025 | AllDepth Estimation | —Unverified | 0 |
| Unraveling the Localized Latents: Learning Stratified Manifold Structures in LLM Embedding Space with Sparse Mixture-of-Experts | Feb 19, 2025 | Dictionary LearningMixture-of-Experts | —Unverified | 0 |
| Unveiling Hidden Collaboration within Mixture-of-Experts in Large Language Models | Apr 16, 2025 | Dictionary LearningMixture-of-Experts | —Unverified | 0 |
| UOE: Unlearning One Expert Is Enough For Mixture-of-experts LLMS | Nov 27, 2024 | Large Language ModelMixture-of-Experts | —Unverified | 0 |
| Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging | Oct 2, 2024 | DiversityMixture-of-Experts | —Unverified | 0 |
| Upcycling Large Language Models into Mixture of Experts | Oct 10, 2024 | Mixture-of-ExpertsMMLU | —Unverified | 0 |
| Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC | Nov 7, 2022 | Data AugmentationMixture-of-Experts | —Unverified | 0 |
| Utility-Driven Speculative Decoding for Mixture-of-Experts | Jun 17, 2025 | GPULarge Language Model | —Unverified | 0 |
| Vanilla Transformers are Transfer Capability Teachers | Mar 4, 2024 | Computational EfficiencyMixture-of-Experts | —Unverified | 0 |
| Variational Distillation of Diffusion Policies into Mixture of Experts | Jun 18, 2024 | DenoisingMixture-of-Experts | —Unverified | 0 |
| Variational Mixture of Gaussian Process Experts | Dec 1, 2008 | Gaussian ProcessesMixture-of-Experts | —Unverified | 0 |
| ViMoE: An Empirical Study of Designing Vision Mixture-of-Experts | Oct 21, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Visual Saliency Prediction Using a Mixture of Deep Neural Networks | Feb 1, 2017 | Mixture-of-ExpertsSaliency Prediction | —Unverified | 0 |
| WDMoE: Wireless Distributed Large Language Models with Mixture of Experts | May 6, 2024 | Mixture-of-Experts | —Unverified | 0 |
| WDMoE: Wireless Distributed Mixture of Experts for Large Language Models | Nov 11, 2024 | Mixture-of-Experts | —Unverified | 0 |
| WeNet: Weighted Networks for Recurrent Network Architecture Search | Apr 8, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Who Says Elephants Can't Run: Bringing Large Scale MoE Models into Cloud Scale Production | Nov 18, 2022 | Machine TranslationMixture-of-Experts | —Unverified | 0 |
| Wolf: Captioning Everything with a World Summarization Framework | Jul 26, 2024 | Autonomous DrivingMixture-of-Experts | —Unverified | 0 |
| Yi-Lightning Technical Report | Dec 2, 2024 | ChatbotLarge Language Model | —Unverified | 0 |
| Zero-Resource Multilingual Model Transfer: Learning What to Share | Sep 27, 2018 | Cross-Lingual TransferMixture-of-Experts | —Unverified | 0 |
| Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts | Jun 6, 2022 | Contrastive LearningMixture-of-Experts | —Unverified | 0 |
| Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems | May 5, 2025 | Beam PredictionDeep Learning | —Unverified | 0 |
| Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond | Sep 23, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Multimodal Mixture of Low-Rank Experts for Sentiment Analysis and Emotion Recognition | May 20, 2025 | Emotion RecognitionMixture-of-Experts | —Unverified | 0 |
| Multimodal Variational Autoencoder: a Barycentric View | Dec 29, 2024 | Mixture-of-ExpertsRepresentation Learning | —Unverified | 0 |
| Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning | Sep 20, 2024 | Data IntegrationMixture-of-Experts | —Unverified | 0 |
| Multi-Task Learning via Task Multi-Clustering | May 16, 2019 | ClusteringMixture-of-Experts | —Unverified | 0 |
| Multi-Treatment Multi-Task Uplift Modeling for Enhancing User Growth | Aug 23, 2024 | Causal InferenceMixture-of-Experts | —Unverified | 0 |
| Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-Experts | Apr 18, 2025 | Mixture-of-ExpertsRecommendation Systems | —Unverified | 0 |
| Named Entity and Relation Extraction with Multi-Modal Retrieval | Dec 3, 2022 | Mixture-of-ExpertsMulti-modal Named Entity Recognition | —Unverified | 0 |
| NeKo: Toward Post Recognition Generative Correction Large Language Models with Task-Oriented Experts | Nov 8, 2024 | Mixture-of-ExpertsOptical Character Recognition (OCR) | —Unverified | 0 |
| Nested Mixture of Experts: Cooperative and Competitive Learning of Hybrid Dynamical System | Nov 20, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data | Jan 9, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Neural Experts: Mixture of Experts for Implicit Neural Representations | Oct 29, 2024 | Image ReconstructionMixture-of-Experts | —Unverified | 0 |
| Neural Transduction for Multilingual Lexical Translation | Dec 1, 2020 | Mixture-of-ExpertsTranslation | —Unverified | 0 |
| NeuroMoE: A Transformer-Based Mixture-of-Experts Framework for Multi-Modal Neurological Disorder Classification | Jun 17, 2025 | DiagnosticMixture-of-Experts | —Unverified | 0 |
| Neutral residues: revisiting adapters for model extension | Oct 3, 2024 | Domain AdaptationLanguage Modelling | —Unverified | 0 |
| NEXT: Multi-Grained Mixture of Experts via Text-Modulation for Multi-Modal Object Re-ID | May 26, 2025 | AttributeCaption Generation | —Unverified | 0 |
| Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts | Aug 28, 2024 | Mixture-of-Experts | —Unverified | 0 |
| Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach | Jun 5, 2024 | Mixture-of-ExpertsNode Classification | —Unverified | 0 |
| NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation | Apr 25, 2025 | Code CompletionMixture-of-Experts | —Unverified | 0 |
| Noise-Robustness Through Noise: Asymmetric LoRA Adaption with Poisoning Expert | May 29, 2025 | Mixture-of-Expertsparameter-efficient fine-tuning | —Unverified | 0 |
| Off-policy Maximum Entropy Reinforcement Learning : Soft Actor-Critic with Advantage Weighted Mixture Policy(SAC-AWMP) | Feb 7, 2020 | continuous-controlContinuous Control | —Unverified | 0 |