mixture of expert

Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025 Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge ICCV 2025 Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine AAAI 2025 Towards Long-Horizon Vision-Language-Action System: Reasoning, Acting and Memory ICCV 2025 Towards Smart Point-and-Shoot Photography CVPR 2025 TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking ICCV 2025 Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025 Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning CVPR 2025 Typology-Guided Adaptation in Multilingual Models ACL 2025 Ultra-Sparse Memory Network ICLR 2025 Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts AISTATS 2025 UNIALIGN: Scaling Multimodal Alignment within One Unified Model CVPR 2025 Unifying Mixture of Experts and Multi-Head Latent Attention for Efficient Language Models EMNLP 2025 UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025 Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025 U-SAM: An Audio Language Model for Unified Speech, Audio, and Music Understanding Interspeech 2025 VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention AAAI 2025 VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting ICCV 2025 XTrack: Multimodal Training Boosts RGB-X Video Object Trackers ICCV 2025 Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free ICLR 2025 Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design NeurIPS 2024 Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild NeurIPS 2024 Acquiring Diverse Skills using Curriculum Reinforcement Learning with Mixture of Experts ICML 2024 AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models EMNLP 2024 A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts ICML 2024