| Gradient-free variational learning with conditional mixture networks | Aug 29, 2024 | Computational EfficiencyMixture-of-Experts | CodeCode Available | 1 | 5 |
| Condense, Don't Just Prune: Enhancing Efficiency and Performance in MoE Layer Pruning | Nov 26, 2024 | Mixture-of-Experts | CodeCode Available | 1 | 5 |
| Gated Multimodal Units for Information Fusion | Feb 7, 2017 | General ClassificationGenre classification | CodeCode Available | 1 | 5 |
| PAD-Net: An Efficient Framework for Dynamic Networks | Nov 10, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts | Dec 12, 2023 | Mixture-of-Experts | CodeCode Available | 1 | 5 |
| HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts | Feb 20, 2024 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 | 5 |
| GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation | Oct 15, 2024 | Explainable RecommendationLanguage Modelling | CodeCode Available | 1 | 5 |
| MoEDiff-SR: Mixture of Experts-Guided Diffusion Model for Region-Adaptive MRI Super-Resolution | Apr 9, 2025 | Computational EfficiencyDenoising | CodeCode Available | 1 | 5 |
| Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution | Feb 12, 2025 | Image Super-ResolutionMixture-of-Experts | CodeCode Available | 1 | 5 |
| ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model | Feb 20, 2025 | Mixture-of-ExpertsQuestion Answering | CodeCode Available | 1 | 5 |
| FLAME-MoE: A Transparent End-to-End Research Platform for Mixture-of-Experts Language Models | May 26, 2025 | Mixture-of-Experts | CodeCode Available | 1 | 5 |
| Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild | Oct 7, 2024 | BenchmarkingMixture-of-Experts | CodeCode Available | 1 | 5 |
| MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection | Sep 26, 2023 | Instance SegmentationMixture-of-Experts | CodeCode Available | 1 | 5 |
| Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings | Jan 28, 2024 | Contrastive LearningDescriptive | CodeCode Available | 1 | 5 |
| Modality Interactive Mixture-of-Experts for Fake News Detection | Jan 21, 2025 | Fake News DetectionMisinformation | CodeCode Available | 1 | 5 |
| Few-Shot and Continual Learning with Attentive Independent Mechanisms | Jul 29, 2021 | Continual LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing | Dec 22, 2023 | Mixture-of-ExpertsMotion Generation | CodeCode Available | 1 | 5 |
| Addressing Confounding Feature Issue for Causal Recommendation | May 13, 2022 | Mixture-of-ExpertsRecommendation Systems | CodeCode Available | 1 | 5 |
| C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing | Apr 10, 2025 | In-Context LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts | Jan 25, 2025 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 | 5 |
| Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing | May 1, 2025 | Mixture-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 |
| Mixture-of-Linear-Experts for Long-term Time Series Forecasting | Dec 11, 2023 | Mixture-of-ExpertsTime Series | CodeCode Available | 1 | 5 |
| Heterogeneous Multi-task Learning with Expert Diversity | Jun 20, 2021 | DiversityMixture-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 |
| Learning Soccer Juggling Skills with Layer-wise Mixture-of-Experts | Jul 24, 2022 | Deep Reinforcement LearningHumanoid Control | CodeCode Available | 1 | 5 |
| Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models | Oct 14, 2024 | Federated LearningMixture-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 |
| Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark | Jun 12, 2024 | BenchmarkingMixture-of-Experts | CodeCode Available | 1 | 5 |
| Frequency-Adaptive Pan-Sharpening with Mixture of Experts | Jan 4, 2024 | Mixture-of-Experts | CodeCode Available | 1 | 5 |
| DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets | Nov 8, 2023 | Mixture-of-Expertsobject-detection | CodeCode Available | 1 | 5 |
| A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction | Sep 26, 2024 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 | 5 |
| Mixture of Experts Meets Prompt-Based Continual Learning | May 23, 2024 | Continual LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation | Apr 15, 2022 | Knowledge DistillationMixture-of-Experts | CodeCode Available | 1 | 5 |
| Enhancing Fast Feed Forward Networks with Load Balancing and a Master Leaf Node | May 27, 2024 | Computational EfficiencyMixture-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 |
| Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts | Aug 22, 2023 | Mixture-of-ExpertsNeRF | CodeCode Available | 1 | 5 |
| Lifting the Curse of Capacity Gap in Distilling Language Models | May 20, 2023 | Knowledge DistillationMixture-of-Experts | CodeCode Available | 1 | 5 |
| BrainMAP: Learning Multiple Activation Pathways in Brain Networks | Dec 23, 2024 | MambaMixture-of-Experts | CodeCode Available | 1 | 5 |
| Emergent Modularity in Pre-trained Transformers | May 28, 2023 | Mixture-of-Experts | 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 |
| MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering | Mar 2, 2023 | Mixture-of-ExpertsQuestion Answering | CodeCode Available | 1 | 5 |
| Efficient Dictionary Learning with Switch Sparse Autoencoders | Oct 10, 2024 | Dictionary LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering | May 5, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs | Jul 1, 2024 | GPUMixture-of-Experts | CodeCode Available | 1 | 5 |
| BiMediX: Bilingual Medical Mixture of Experts LLM | Feb 20, 2024 | Mixture-of-ExpertsMultiple-choice | CodeCode Available | 1 | 5 |
| MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models | May 19, 2024 | Mixture-of-Expertsparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| MiLo: Efficient Quantized MoE Inference with Mixture of Low-Rank Compensators | Apr 3, 2025 | Mixture-of-ExpertsQuantization | 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 |
| Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution | Mar 27, 2022 | Image Super-ResolutionMixture-of-Experts | CodeCode Available | 1 | 5 |
