| MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering | Mar 2, 2023 | Mixture-of-ExpertsQuestion Answering | CodeCode Available | 1 |
| Improving Expert Specialization in Mixture of Experts | Feb 28, 2023 | Continual LearningMixture-of-Experts | —Unverified | 0 |
| Improved Training of Mixture-of-Experts Language GANs | Feb 23, 2023 | Adversarial TextImage Generation | —Unverified | 0 |
| TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors | Feb 21, 2023 | Mixture-of-Experts | —Unverified | 0 |
| Massively Multilingual Shallow Fusion with Large Language Models | Feb 17, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective | Feb 2, 2023 | GPUMixture-of-Experts | —Unverified | 0 |
| Alternating Updates for Efficient Transformers | Jan 30, 2023 | Mixture-of-Experts | —Unverified | 0 |
| PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets | Jan 14, 2023 | ManagementMixture-of-Experts | —Unverified | 0 |
| AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate Prediction | Jan 6, 2023 | Click-Through Rate PredictionMixture-of-Experts | —Unverified | 0 |
| Covariate-guided Bayesian mixture model for multivariate time series | Jan 3, 2023 | Mixture-of-ExpertsTime Series | CodeCode Available | 0 |
| Semantic-Aware Dynamic Parameter for Video Inpainting Transformer | Jan 1, 2023 | Mixture-of-ExpertsVideo Inpainting | —Unverified | 0 |
| AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts | Jan 1, 2023 | Instance SegmentationMixture-of-Experts | —Unverified | 0 |
| Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners | Jan 1, 2023 | Mixture-of-ExpertsMulti-Task Learning | —Unverified | 0 |
| MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion | Dec 19, 2022 | Code CompletionMixture-of-Experts | —Unverified | 0 |
| Generalizing Multimodal Variational Methods to Sets | Dec 19, 2022 | Mixture-of-Experts | —Unverified | 0 |
| Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model | Dec 19, 2022 | GPUMachine Translation | —Unverified | 0 |
| Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation | Dec 15, 2022 | Machine TranslationMixture-of-Experts | —Unverified | 0 |
| Mod-Squad: Designing Mixture of Experts As Modular Multi-Task Learners | Dec 15, 2022 | Mixture-of-ExpertsMulti-Task Learning | —Unverified | 0 |
| SMILE: Scaling Mixture-of-Experts with Efficient Bi-level Routing | Dec 10, 2022 | Mixture-of-Experts | —Unverified | 0 |
| Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints | Dec 9, 2022 | Mixture-of-Experts | CodeCode Available | 2 |
| Incorporating Polar Field Data for Improved Solar Flare Prediction | Dec 4, 2022 | Mixture-of-ExpertsPrediction | —Unverified | 0 |
| Named Entity and Relation Extraction with Multi-Modal Retrieval | Dec 3, 2022 | Mixture-of-ExpertsMulti-modal Named Entity Recognition | —Unverified | 0 |
| MegaBlocks: Efficient Sparse Training with Mixture-of-Experts | Nov 29, 2022 | GPUMixture-of-Experts | CodeCode Available | 3 |
| Automatically Extracting Information in Medical Dialogue: Expert System And Attention for Labelling | Nov 28, 2022 | Mixture-of-Experts | —Unverified | 0 |
| Mixture of Decision Trees for Interpretable Machine Learning | Nov 26, 2022 | Interpretable Machine LearningMixture-of-Experts | CodeCode Available | 1 |
