conftrace_

mixture of expert

640 papers

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Also known as

MOE

Co-occurring keywords

large language model (13587) model compression (3302) multi-task learning (2575) multimodal learning (4645) neural network (6616) knowledge distillation (3725) low-rank adaptation (560) parameter efficiency (417) transfer learning (5449) expert routing (44)

Papers

Automated Fine-Grained Mixture-of-Experts Quantization ACL 2025
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025
FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis CVPR 2025
Mixture of Experts as Representation Learner for Deep Multi-View Clustering AAAI 2025
Maximum Score Routing For Mixture-of-Experts ACL 2025
Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025
Bagging-Expert Network for Multi-Task Learning: A Depolarization Solution in Multi-Gate Mixture-of-Experts AAAI 2025
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation ACL 2025
COME: Dual Structure-Semantic Learning with Collaborative MoE for Universal Lesion Detection Across Heterogeneous Ultrasound Datasets ICCV 2025
Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025
Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection EMNLP 2025
Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning CVPR 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025
GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture ACL 2025
Accelerating Dense LLMs via L0-regularized Mixture-of-Experts ACL 2025
A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest ACL 2025
P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts ACL 2025
Towards Smart Point-and-Shoot Photography CVPR 2025
MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025
SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts ICCV 2025