model merging

GTR-Turbo: Merged Checkpoint is Secretly a Free Teacher for Agentic VLM Training CVPR 2026 Guided Model Merging for Hybrid Data Learning: Leveraging Centralized Data to Refine Decentralized Models WACV 2026 H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs EACL 2026 Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026 Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026 Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters ACL 2026 K-Merge: Online Continual Merging of Adapters for On-device Large Language Models ACL 2026 Label-Free Cross-Task LoRA Merging with Null-Space Compression CVPR 2026 LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts EACL 2026 Locket: Robust Feature-Locking Technique for Language Models ACL 2026 Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification WACV 2026 Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer EACL 2026 MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models CVPR 2026 MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation AAAI 2026 MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images WACV 2026 MergeVLA: Cross-Skill Model Merging Toward a Generalist Vision-Language-Action Agent CVPR 2026 Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space UAI 2026 Model Merging in the Essential Subspace CVPR 2026 Model Merging is Secretly Certifiable: Non-Vacuous Generalisation Bounds for Low-Shot Learning UAI 2026 MOMO: Mars Orbital MOdel Foundation Model for Mars Orbital Applications CVPR 2026 MTA:A Merge-then-Adapt Framework for Personalized Large Language Models ACL 2026 Nature-Inspired Population-Based Evolution of Large Language Models ACL 2026 OrthoFuse: Training-free Riemannian Fusion of Orthogonal Style-Concept Adapters for Diffusion Models CVPR 2026 Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging AAAI 2026 Practical Guidelines for Model Merging in LLMs Pre-Training ACL 2026