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

Rethinking U-Net: Task-Adaptive Mixture of Skip Connections for Enhanced Medical Image Segmentation AAAI 2025
UNIALIGN: Scaling Multimodal Alignment within One Unified Model CVPR 2025
RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models ACL 2025
Typology-Guided Adaptation in Multilingual Models ACL 2025
MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs NAACL 2025
Probing Semantic Routing in Large Mixture-of-Expert Models EMNLP 2025
Mixture of Multimodal Adapters for Sentiment Analysis NAACL 2025
M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking ICCV 2025
Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring ACL 2025
Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs EMNLP 2025
MultiPL-MoE: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts EMNLP 2025
Serial Lifelong Editing via Mixture of Knowledge Experts ACL 2025
Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions EMNLP 2025
GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue AAAI 2025
SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks AAAI 2025
DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts ACL 2025
BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration EMNLP 2025
Complexity Experts are Task-Discriminative Learners for Any Image Restoration CVPR 2025
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation AAAI 2025
Modgenix at SemEval-2025 Task 1: Context Aware Vision Language Ranking (CAViLR) for Multimodal Idiomaticity Understanding ACL 2025
Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025
Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection AAAI 2025
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025