conftrace_

model merging

297 papers

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Also known as

MM

Co-occurring keywords · papers mentioning both

large language model (74) multi-task learning (36) transfer learning (35) parameter-efficient fine-tuning (29) low-rank adaptation (28) knowledge distillation (27) model compression (24) language model (22) task vector (15) domain adaptation (15)

Papers

ACE-Merging: Data-Free Model Merging with Adaptive Covariance Estimation CVPR 2026 A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM𝛥 Integration into Upcycled MoE ACL 2026 Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems ACL 2026 BD-Merging: Bias-Aware Dynamic Model Merging with Evidence-Guided Contrastive Learning CVPR 2026 Behavior Knowledge Merge in Reinforced Agentic Models ACL 2026 Beyond Layer-Wise Merging: Chain-of-Merging for Vision-Language Models CVPR 2026 BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation EACL 2026 Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models EACL 2026 Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026 Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach AAAI 2026 Bridging Domains through Subspace-Aware Model Merging CVPR 2026 Building a Turkish Large Language Model via Continual Pre-Training and Parameter-Efficient Adaptation EACL 2026 CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation ACL 2026 Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain? ACL 2026 DC-Merge: Improving Model Merging with Directional Consistency CVPR 2026 Defending Unauthorized Model Merging via Dual-Stage Weight Protection CVPR 2026 DiffGraph: An Automated Agent-driven Model Merging Framework for In-the-Wild Text-to-Image Generation CVPR 2026 DivMerge: A divergence-based model merging method for multi-tasking EACL 2026 Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging AAAI 2026 DuetMerging: Synergizing Dynamic and Static Strategies for Mitigating Task Interference in Model Merging CVPR 2026 Evolutionary Negative Module Pruning for Better LoRA Merging ACL 2026 FedMerge: Federated Model Merging for Personalization AAAI 2026 From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging AAAI 2026 GLOBA: Rethinking Parameter Conflicts in Model Merging AAAI 2026 Globscope: Toward a Global View of the Loss Landscape CVPR 2026