mixture of expert

MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models AAAI 2025 MoLEx: Mixture of Layer Experts for Fine-tuning with Sparse Upcycling ICLR 2025 MoMoE: Mixture of Moderation Experts Framework for AI-Assisted Online Governance EMNLP 2025 Monet: Mixture of Monosemantic Experts for Transformers ICLR 2025 Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training CVPR 2025 MOPSA: Mixture of Prompt-Experts Based Speaker Adaptation for Elderly Speech Recognition Interspeech 2025 MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts ACL 2025 MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025 More Experts Than Galaxies: Conditionally-Overlapping Experts with Biologically-Inspired Fixed Routing ICLR 2025 MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025 MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning COLING 2025 MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025 MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards ICLR 2025 MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders CVPR 2025 Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025 Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025 Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning ICLR 2025 MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts EMNLP 2025 NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025 NetMoE: Accelerating MoE Training through Dynamic Sample Placement ICLR 2025 Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts EMNLP 2025 Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts EMNLP 2025 Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset CVPR 2025 Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data AISTATS 2025 On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Interspeech 2025