| Adapted-MoE: Mixture of Experts with Test-Time Adaption for Anomaly Detection | Sep 9, 2024 | Anomaly DetectionMixture-of-Experts | —Unverified | 0 |
| Interpretable mixture of experts for time series prediction under recurrent and non-recurrent conditions | Sep 5, 2024 | Mixture-of-ExpertsTime Series | —Unverified | 0 |
| Pluralistic Salient Object Detection | Sep 4, 2024 | Mixture-of-ExpertsObject | —Unverified | 0 |
| Configurable Foundation Models: Building LLMs from a Modular Perspective | Sep 4, 2024 | Computational EfficiencyMixture-of-Experts | —Unverified | 0 |
| Enhancing Code-Switching Speech Recognition with LID-Based Collaborative Mixture of Experts Model | Sep 3, 2024 | Language IdentificationMixture-of-Experts | —Unverified | 0 |
| Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous Batching | Sep 2, 2024 | Mixture-of-Experts | —Unverified | 0 |
| Beyond Parameter Count: Implicit Bias in Soft Mixture of Experts | Sep 2, 2024 | Mixture-of-Experts | —Unverified | 0 |
| Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts | Aug 28, 2024 | Mixture-of-Experts | —Unverified | 0 |
| Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts | Aug 28, 2024 | Mixture-of-Experts | —Unverified | 0 |
| Parameter-Efficient Quantized Mixture-of-Experts Meets Vision-Language Instruction Tuning for Semiconductor Electron Micrograph Analysis | Aug 27, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Advancing Enterprise Spatio-Temporal Forecasting Applications: Data Mining Meets Instruction Tuning of Language Models For Multi-modal Time Series Analysis in Low-Resource Settings | Aug 24, 2024 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| La-SoftMoE CLIP for Unified Physical-Digital Face Attack Detection | Aug 23, 2024 | Mixture-of-Experts | —Unverified | 0 |
| DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation | Aug 23, 2024 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
| The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities | Aug 23, 2024 | Computational EfficiencyInference Optimization | —Unverified | 0 |
| Multi-Treatment Multi-Task Uplift Modeling for Enhancing User Growth | Aug 23, 2024 | Causal InferenceMixture-of-Experts | —Unverified | 0 |
| SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging | Aug 22, 2024 | DiversityMixture-of-Experts | —Unverified | 0 |
| Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators | Aug 22, 2024 | HallucinationMixture-of-Experts | CodeCode Available | 0 |
| MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing | Aug 21, 2024 | Mixture-of-Experts | CodeCode Available | 0 |
| FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts | Aug 21, 2024 | Federated LearningHeuristic Search | —Unverified | 0 |
| HMoE: Heterogeneous Mixture of Experts for Language Modeling | Aug 20, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| A Unified Framework for Iris Anti-Spoofing: Introducing IrisGeneral Dataset and Masked-MoE Method | Aug 19, 2024 | Iris RecognitionMixture-of-Experts | —Unverified | 0 |
| FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models | Aug 17, 2024 | Federated LearningMixture-of-Experts | CodeCode Available | 0 |
| Integrating Multi-view Analysis: Multi-view Mixture-of-Expert for Textual Personality Detection | Aug 16, 2024 | Mixture-of-Experts | CodeCode Available | 0 |
| FactorLLM: Factorizing Knowledge via Mixture of Experts for Large Language Models | Aug 15, 2024 | Mixture-of-Experts | CodeCode Available | 0 |
| BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts | Aug 15, 2024 | Mixture-of-Experts | —Unverified | 0 |