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Mixture-of-Experts

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Showing 401–425 of 1312 papers

TitleStatusHype
Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought—0
Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert ModelsCode0
CoLA: Collaborative Low-Rank AdaptationCode0
MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual DecodingCode0
Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks—0
FuxiMT: Sparsifying Large Language Models for Chinese-Centric Multilingual Machine Translation—0
Towards Rehearsal-Free Continual Relation Extraction: Capturing Within-Task Variance with Adaptive PromptingCode0
Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach—0
Multimodal Cultural Safety: Evaluation Frameworks and Alignment StrategiesCode0
THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation—0
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning—0
Multimodal Mixture of Low-Rank Experts for Sentiment Analysis and Emotion Recognition—0
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training—0
EfficientLLM: Efficiency in Large Language Models—0
Balanced and Elastic End-to-end Training of Dynamic LLMs—0
True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics—0
CompeteSMoE -- Statistically Guaranteed Mixture of Experts Training via CompetitionCode0
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures—0
Seeing the Unseen: How EMoE Unveils Bias in Text-to-Image Diffusion Models—0
Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression RecognitionCode0
MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging—0
Model Merging in Pre-training of Large Language Models—0
Improving Coverage in Combined Prediction Sets with Weighted p-values—0
A Fast Kernel-based Conditional Independence test with Application to Causal Discovery—0
On DeepSeekMoE: Statistical Benefits of Shared Experts and Normalized Sigmoid Gating—0
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