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Mixture-of-Experts

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Showing 1176–1200 of 1312 papers

TitleStatusHype
Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning—0
Llama 3 Meets MoE: Efficient Upcycling—0
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models—0
LLaVA-MoLE: Sparse Mixture of LoRA Experts for Mitigating Data Conflicts in Instruction Finetuning MLLMs—0
LLM4WM: Adapting LLM for Wireless Multi-Tasking—0
LLM-Based Routing in Mixture of Experts: A Novel Framework for Trading—0
Load Balancing Mixture of Experts with Similarity Preserving Routers—0
Locking and Quacking: Stacking Bayesian model predictions by log-pooling and superposition—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design—0
Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training—0
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation—0
LPT++: Efficient Training on Mixture of Long-tailed Experts—0
LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues—0
Lynx: Enabling Efficient MoE Inference through Dynamic Batch-Aware Expert Selection—0
M^2CD: A Unified MultiModal Framework for Optical-SAR Change Detection with Mixture of Experts and Self-Distillation—0
M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference—0
M2Restore: Mixture-of-Experts-based Mamba-CNN Fusion Framework for All-in-One Image Restoration—0
M^3TN: Multi-gate Mixture-of-Experts based Multi-valued Treatment Network for Uplift Modeling—0
M6-T: Exploring Sparse Expert Models and Beyond—0
Machine learning based digital twin for dynamical systems with multiple time-scales—0
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning—0
MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model—0
Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts—0
Massively Multilingual Shallow Fusion with Large Language Models—0
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