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Mixture-of-Experts

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Showing 951–1000 of 1312 papers

TitleStatusHype
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?—0
M^3TN: Multi-gate Mixture-of-Experts based Multi-valued Treatment Network for Uplift Modeling—0
Towards A Better Metric for Text-to-Video Generation—0
Prompt-based mental health screening from social media text—0
Robust Calibration For Improved Weather Prediction Under Distributional Shift—0
Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models—0
Subjective and Objective Analysis of Indian Social Media Video QualityCode0
k-Winners-Take-All Ensemble Neural NetworkCode0
Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation—0
Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLM—0
Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning—0
Generator Assisted Mixture of Experts For Feature Acquisition in Batch—0
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape—0
Online Action Recognition for Human Risk Prediction with Anticipated Haptic Alert via WearablesCode0
Training of Neural Networks with Uncertain Data: A Mixture of Experts Approach—0
MoE-AMC: Enhancing Automatic Modulation Classification Performance Using Mixture-of-Experts—0
MoEC: Mixture of Experts Implicit Neural Compression—0
Language-driven All-in-one Adverse Weather Removal—0
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts—0
HOMOE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts—0
Efficient Model Agnostic Approach for Implicit Neural Representation Based Arbitrary-Scale Image Super-Resolution—0
Memory Augmented Language Models through Mixture of Word Experts—0
Intentional Biases in LLM Responses—0
CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval—0
Octavius: Mitigating Task Interference in MLLMs via LoRA-MoECode0
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach—0
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts—0
Manifold-Preserving Transformers are Effective for Short-Long Range EncodingCode0
Direct Neural Machine Translation with Task-level Mixture of Experts models—0
Multi-view Contrastive Learning for Entity Typing over Knowledge GraphsCode0
Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer—0
Adaptive Gating in Mixture-of-Experts based Language Models—0
Beyond the Typical: Modeling Rare Plausible Patterns in Chemical Reactions by Leveraging Sequential Mixture-of-Experts—0
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts ConversionCode0
Reinforcement Learning-based Mixture of Vision Transformers for Video Violence Recognition—0
Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness—0
FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion ModelsCode0
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts—0
Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts—0
Learning multi-modal generative models with permutation-invariant encoders and tighter variational objectivesCode0
Task-Based MoE for Multitask Multilingual Machine Translation—0
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget—0
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE—0
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly DetectionCode0
FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs—0
Experts Weights Averaging: A New General Training Scheme for Vision Transformers—0
A Novel Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction—0
Uncertainty-Encoded Multi-Modal Fusion for Robust Object Detection in Autonomous Driving—0
Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing PlatformCode0
Bidirectional Attention as a Mixture of Continuous Word ExpertsCode0
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