| Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach | Jun 7, 2022 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| Tutel: Adaptive Mixture-of-Experts at Scale | Jun 7, 2022 | Mixture-of-ExpertsObject Detection | CodeCode Available | 2 |
| Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts | Jun 6, 2022 | Contrastive LearningMixture-of-Experts | —Unverified | 0 |
| Interpretable Mixture of Experts | Jun 5, 2022 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation | Jun 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Task-Specific Expert Pruning for Sparse Mixture-of-Experts | Jun 1, 2022 | Mixture-of-Experts | —Unverified | 0 |
| Text2Human: Text-Driven Controllable Human Image Generation | May 31, 2022 | DiversityHuman Parsing | CodeCode Available | 2 |
| Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers | May 28, 2022 | Machine TranslationMixture-of-Experts | —Unverified | 0 |
| Automatic Expert Selection for Multi-Scenario and Multi-Task Search | May 28, 2022 | Mixture-of-ExpertsMulti-Task Learning | —Unverified | 0 |
| Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts | May 25, 2022 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 0 |
| Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT | May 24, 2022 | Mixture-of-Experts | —Unverified | 0 |
| MoESys: A Distributed and Efficient Mixture-of-Experts Training and Inference System for Internet Services | May 20, 2022 | CPUDistributed Computing | —Unverified | 0 |
| Pluralistic Image Completion with Probabilistic Mixture-of-Experts | May 18, 2022 | DiversityMixture-of-Experts | —Unverified | 0 |
| Unified Modeling of Multi-Domain Multi-Device ASR Systems | May 13, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Addressing Confounding Feature Issue for Causal Recommendation | May 13, 2022 | Mixture-of-ExpertsRecommendation Systems | CodeCode Available | 1 |
| ST-ExpertNet: A Deep Expert Framework for Traffic Prediction | May 5, 2022 | Mixture-of-ExpertsPrediction | —Unverified | 0 |
| Optimizing Mixture of Experts using Dynamic Recompilations | May 4, 2022 | Mixture-of-Experts | —Unverified | 0 |
| How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? | May 1, 2022 | Entity TypingMixture-of-Experts | —Unverified | 0 |
| On the Representation Collapse of Sparse Mixture of Experts | Apr 20, 2022 | ClusteringLanguage Modeling | —Unverified | 0 |
| Residual Mixture of Experts | Apr 20, 2022 | Mixture-of-Expertsobject-detection | —Unverified | 0 |
| Table-based Fact Verification with Self-adaptive Mixture of Experts | Apr 19, 2022 | Fact VerificationLogical Reasoning | CodeCode Available | 0 |
| Towards Efficient Single Image Dehazing and Desnowing | Apr 19, 2022 | Image DehazingImage Restoration | —Unverified | 0 |
| StableMoE: Stable Routing Strategy for Mixture of Experts | Apr 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners | Apr 16, 2022 | Mixture-of-ExpertsMulti-Task Learning | —Unverified | 0 |
| Mixture of Experts for Biomedical Question Answering | Apr 15, 2022 | Mixture-of-ExpertsQuestion Answering | —Unverified | 0 |