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Papers
Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection
ICCV 2025
Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models
ICLR 2025
Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning
ICML 2025
Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment
ACL 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping
EMNLP 2025
Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning
EMNLP 2025
Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition
Interspeech 2025
Mixture of Multimodal Adapters for Sentiment Analysis
NAACL 2025
Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring
ACL 2025
Mixture of Parrots: Experts improve memorization more than reasoning
ICLR 2025
Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization
EMNLP 2025
Mixtures of Gaussian Process Experts with SMC^2
JMLR 2025
Mixtures of In-Context Learners
ACL 2025
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
ICLR 2025
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System
ACL 2025
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts
NAACL 2025
Modgenix at SemEval-2025 Task 1: Context Aware Vision Language Ranking (CAViLR) for Multimodal Idiomaticity Understanding
SemEval 2025
MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts
ICLR 2025
MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation
CVPR 2025
MoEP: Modular Expert Paths for Sample-Efficient Language Modeling
EMNLP 2025
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
ICML 2025
MoFE: Mixture of Frozen Experts Architecture
NAACL 2025
Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
ICML 2025
MoKA:Parameter Efficiency Fine-Tuning via Mixture of Kronecker Product Adaption
COLING 2025
MoLA: MoE LoRA with Layer-wise Expert Allocation
NAACL 2025