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Mixture-of-Experts

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Showing 551–600 of 1312 papers

TitleStatusHype
EVA: Mixture-of-Experts Semantic Variant Alignment for Compositional Zero-Shot Learning—0
Evaluating Expert Contributions in a MoE LLM for Quiz-Based Tasks—0
Changing Model Behavior at Test-Time Using Reinforcement Learning—0
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels—0
Modular Action Concept Grounding in Semantic Video Prediction—0
EPS-MoE: Expert Pipeline Scheduler for Cost-Efficient MoE Inference—0
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts—0
Ensemble Learning for Large Language Models in Text and Code Generation: A Survey—0
Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts—0
Routing in Sparsely-gated Language Models responds to Context—0
MCR-DL: Mix-and-Match Communication Runtime for Deep Learning—0
Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense—0
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts—0
Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning—0
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA—0
Context-aware Mixture-of-Experts for Unbiased Scene Graph Generation—0
An Introduction to the Practical and Theoretical Aspects of Mixture-of-Experts Modeling—0
Enhancing Healthcare Recommendation Systems with a Multimodal LLMs-based MOE Architecture—0
Enhancing Generalization in Sparse Mixture of Experts Models: The Case for Increased Expert Activation in Compositional Tasks—0
CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval—0
An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism—0
Enhancing Code-Switching Speech Recognition with LID-Based Collaborative Mixture of Experts Model—0
Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection—0
Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition—0
ENACT-Heart -- ENsemble-based Assessment Using CNN and Transformer on Heart Sounds—0
Addressing Complex and Subjective Product-Related Queries with Customer Reviews—0
Acquiring Diverse Skills using Curriculum Reinforcement Learning with Mixture of Experts—0
eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference—0
Buffer Overflow in Mixture of Experts—0
An Efficient General-Purpose Modular Vision Model via Multi-Task Heterogeneous Training—0
Brief analysis of DeepSeek R1 and it's implications for Generative AI—0
A Survey of Generative Categories and Techniques in Multimodal Large Language Models—0
Massively Multilingual Shallow Fusion with Large Language Models—0
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design—0
Handling Trade-Offs in Speech Separation with Sparsely-Gated Mixture of Experts—0
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding—0
Efficient Training of Large-Scale AI Models Through Federated Mixture-of-Experts: A System-Level Approach—0
Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping—0
Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms—0
Efficient Reflectance Capture with a Deep Gated Mixture-of-Experts—0
Efficient Model Agnostic Approach for Implicit Neural Representation Based Arbitrary-Scale Image Super-Resolution—0
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts—0
Efficient Mixture-of-Expert for Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving—0
Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning—0
An Effective Mixture-Of-Experts Approach For Code-Switching Speech Recognition Leveraging Encoder Disentanglement—0
Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts—0
Mean-field limit from general mixtures of experts to quantum neural networks—0
MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism—0
EfficientLLM: Efficiency in Large Language Models—0
Efficient Large Scale Video Classification—0
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