mixture of expert

SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation SemEval 2025 Serial Lifelong Editing via Mixture of Knowledge Experts ACL 2025 SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs? ACL 2025 Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts ICML 2025 SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse NAACL 2025 SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing ICCV 2025 SliceMoE: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling EMNLP 2025 SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture NAACL 2025 SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks AAAI 2025 Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model ICLR 2025 SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model ICML 2025 Sparsifying Mamba EMNLP 2025 SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking CVPR 2025 STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025 STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning ACL 2025 Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025 Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models ICLR 2025 Switch Conformer with Universal Phonetic Experts for Multilingual ASR Interspeech 2025 TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025 Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection EMNLP 2025 TC-MoE: Augmenting Mixture of Experts with Ternary Expert Choice ICLR 2025 Theory on Mixture-of-Experts in Continual Learning ICLR 2025 THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025 TimeExpert: An Expert-Guided Video LLM for Video Temporal Grounding ICCV 2025 Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts ICLR 2025