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Mixture-of-Experts

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Showing 551–575 of 1312 papers

TitleStatusHype
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation—0
Unify and Anchor: A Context-Aware Transformer for Cross-Domain Time Series Forecasting—0
DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models—0
Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion—0
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering—0
CoSMoEs: Compact Sparse Mixture of Experts—0
UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook—0
Mixture of Experts for Recognizing Depression from Interview and Reading Tasks—0
Mixture of Experts-augmented Deep Unfolding for Activity Detection in IRS-aided Systems—0
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment—0
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization—0
Evaluating Expert Contributions in a MoE LLM for Quiz-Based Tasks—0
ENACT-Heart -- ENsemble-based Assessment Using CNN and Transformer on Heart Sounds—0
The Empirical Impact of Reducing Symmetries on the Performance of Deep Ensembles and MoE—0
BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference—0
An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning—0
Tight Clusters Make Specialized ExpertsCode0
Binary-Integer-Programming Based Algorithm for Expert Load Balancing in Mixture-of-Experts ModelsCode0
Ray-Tracing for Conditionally Activated Neural Networks—0
Unraveling the Localized Latents: Learning Stratified Manifold Structures in LLM Embedding Space with Sparse Mixture-of-Experts—0
Every Expert Matters: Towards Effective Knowledge Distillation for Mixture-of-Experts Language Models—0
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs—0
How to Upscale Neural Networks with Scaling Law? A Survey and Practical Guidelines—0
Connector-S: A Survey of Connectors in Multi-modal Large Language Models—0
Fate: Fast Edge Inference of Mixture-of-Experts Models via Cross-Layer GateCode0
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