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Mixture-of-Experts

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Showing 501–550 of 1312 papers

TitleStatusHype
A Novel Trustworthy Video Summarization Algorithm Through a Mixture of LoRA Experts—0
Exploring Speaker Diarization with Mixture of Experts—0
Advancing Robust Underwater Acoustic Target Recognition through Multi-task Learning and Multi-Gate Mixture-of-Experts—0
IDEA: An Inverse Domain Expert Adaptation Based Active DNN IP Protection Method—0
Identifying Shopping Intent in Product QA for Proactive Recommendations—0
M6-T: Exploring Sparse Expert Models and Beyond—0
Exploring Routing Strategies for Multilingual Mixture-of-Experts Models—0
Imitation Learning from MPC for Quadrupedal Multi-Gait Control—0
Imitation Learning from Observations: An Autoregressive Mixture of Experts Approach—0
Improved Training of Mixture-of-Experts Language GANs—0
A Hybrid Tensor-Expert-Data Parallelism Approach to Optimize Mixture-of-Experts Training—0
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering—0
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism—0
Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design—0
Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning—0
CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling—0
Exploiting Mixture-of-Experts Redundancy Unlocks Multimodal Generative Abilities—0
A Novel Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction—0
Explainable data-driven modeling via mixture of experts: towards effective blending of grey and black-box models—0
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs—0
Llama 3 Meets MoE: Efficient Upcycling—0
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models—0
Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion—0
Expert-Token Resonance: Redefining MoE Routing through Affinity-Driven Active Selection—0
ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models—0
Experts Weights Averaging: A New General Training Scheme for Vision Transformers—0
CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding—0
A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC—0
Advancing Expert Specialization for Better MoE—0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss—0
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses—0
CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series—0
Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts—0
ExpertFlow: Optimized Expert Activation and Token Allocation for Efficient Mixture-of-Experts Inference—0
A Novel A.I Enhanced Reservoir Characterization with a Combined Mixture of Experts -- NVIDIA Modulus based Physics Informed Neural Operator Forward Model—0
Expert Aggregation for Financial Forecasting—0
Wonderful Matrices: More Efficient and Effective Architecture for Language Modeling Tasks—0
EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models—0
Advancing Enterprise Spatio-Temporal Forecasting Applications: Data Mining Meets Instruction Tuning of Language Models For Multi-modal Time Series Analysis in Low-Resource Settings—0
AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate Prediction—0
EVLM: An Efficient Vision-Language Model for Visual Understanding—0
EvidenceMoE: A Physics-Guided Mixture-of-Experts with Evidential Critics for Advancing Fluorescence Light Detection and Ranging in Scattering Media—0
Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM—0
Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs—0
Non-asymptotic model selection in block-diagonal mixture of polynomial experts models—0
3D Gaussian Splatting Data Compression with Mixture of Priors—0
Every Expert Matters: Towards Effective Knowledge Distillation for Mixture-of-Experts Language Models—0
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE—0
Channel Gain Cartography via Mixture of Experts—0
EVA: Mixture-of-Experts Semantic Variant Alignment for Compositional Zero-Shot Learning—0
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