mixture of expert

SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection AAAI 2026 SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing AAAI 2026 SMILE-Next: Teaching Large Language Models to Detect, Classify, and Reason about Laughter ACL 2026 Soft Modality-Guided Expert Specialization in MoE-VLMs CVPR 2026 SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026 Sparse Checkpointing for Fast and Reliable MoE Training NSDI 2026 Sparse Spectral LoRA: Routed Experts for Medical VLMs CVPR 2026 Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction AAAI 2026 Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026 Spectral Mixture-of-Experts for Continual Learning CVPR 2026 Stage-Aware Graph Contrastive Learning with Node-oriented Mixture of Experts AAAI 2026 STOLA: Self-Adaptive Touch-Language Framework for Tactile Commonsense Reasoning in Open-Ended Scenarios AAAI 2026 Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging AAAI 2026 SYMI: Efficient Mixture-of-Experts Training via Model and Optimizer State Decoupling NSDI 2026 Symphony-MoE: Harmonizing Disparate Pre-trained Models into a Coherent Mixture-of-Experts AAAI 2026 TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts CVPR 2026 TalkLoRA: Communication-Aware Mixture of Low-Rank Adaptation for Large Language Models ACL 2026 Teacher-Guided Routing for Sparse Vision Mixture-of-Experts CVPR 2026 Text-based Aerial-Ground Person Retrieval AAAI 2026 The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models ACL 2026 Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026 TopoCL: Topological Contrastive Learning for Medical Imaging CVPR 2026 Towards Closed-Loop Embodied Empathy Evolution: Probing LLM-Centric Lifelong Empathic Motion Generation in Unseen Scenarios AAAI 2026 Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing AAAI 2026 Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture AAAI 2026