Cover Image

Parameter Competition Balancing for Model Merging

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Du, Guodong, Lee, Junlin, Li, Jing, Jiang, Runhua, Guo, Yifei, Yu, Shuyang, Liu, Hanting, Goh, Sim Kuan, Tang, Ho-Kin, He, Daojing, Zhang, Min
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Knowledge Fusion By Evolving Weights of Language Models
by: Du, Guodong, et al.
Published: (2024)

CADE: Cosine Annealing Differential Evolution for Spiking Neural Network
by: Jiang, Runhua, et al.
Published: (2024)

Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer
by: Du, Guodong, et al.
Published: (2025)

Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
by: Li, Junlin, et al.
Published: (2025)

Impacts of Darwinian Evolution on Pre-trained Deep Neural Networks
by: Du, Guodong, et al.
Published: (2024)

Evolutionary Neural Architecture Search for 3D Point Cloud Analysis
by: Yang, Yisheng, et al.
Published: (2024)

To See a World in a Spark of Neuron: Disentangling Multi-task Interference for Training-free Model Merging
by: Fang, Zitao, et al.
Published: (2025)

Meta-heuristic Optimizer Inspired by the Philosophy of Yi Jing
by: Yang, Yisheng, et al.
Published: (2024)

Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models
by: Liu, Shuqi, et al.
Published: (2025)

Dynamic Model Merging Made Slim
by: Du, Guodong, et al.
Published: (2026)

RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness
by: Zeng, Fanhu, et al.
Published: (2025)

Knowledge Fusion of Large Language Models Via Modular SkillPacks
by: Du, Guodong, et al.
Published: (2025)

Enhancing Accuracy and Feature Insights in Hydration Free Energy Predictions for Small Molecules with Machine Learning
by: Han, Mingjun, et al.
Published: (2024)

MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles
by: Han, Jing, et al.
Published: (2025)

Generalizing to Out-of-Sample Degradations via Model Reprogramming
by: Jiang, Runhua, et al.
Published: (2024)

CCA: Collaborative Competitive Agents for Image Editing
by: Hang, Tiankai, et al.
Published: (2024)

Demystifying Deep Learning-based Brain Tumor Segmentation with 3D UNets and Explainable AI (XAI): A Comparative Analysis
by: Ong, Ming Jie, et al.
Published: (2025)

ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation
by: Liu, Kaiyuan, et al.
Published: (2025)

Multimodal Reasoning with Multimodal Knowledge Graph
by: Lee, Junlin, et al.
Published: (2024)

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
by: Lu, Yifan, et al.
Published: (2024)

Unwinding NFTs in the Shadow of IP Law
by: Wang, Runhua, et al.
Published: (2025)

CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors
by: Lyu, Linye, et al.
Published: (2024)

RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation
by: Zhou, Jiawei, et al.
Published: (2024)

One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs
by: Li, Linbao, et al.
Published: (2025)

Toward Robust and Accurate Adversarial Camouflage Generation against Vehicle Detectors
by: Zhou, Jiawei, et al.
Published: (2024)

Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic
by: He, Yifei, et al.
Published: (2024)

Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination
by: Chen, Yangneng, et al.
Published: (2026)

Gate-and-Merge: Zero-shot Compositional Personalization of Vision Language Models
by: Ding, Guodong, et al.
Published: (2026)

Does the Story Matter? Applying Narrative Theory to an Educational Misinformation Escape Room Game
by: Devasia, Nisha, et al.
Published: (2025)

Transferable text data distillation by trajectory matching
by: Yao, Rong, et al.
Published: (2025)

Comparative Analysis of Augmented Reality and Virtual Reality in Biomedical Engineering Education: Acceptance and Learning Effectiveness
by: Koi‐Qi Lai, et al.
Published: (2026)

Several questions of visual generation in 2024
by: Gu, Shuyang
Published: (2024)

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation
by: Ning, Zhenhua, et al.
Published: (2025)

NeurIPT: Foundation Model for Neural Interfaces
by: Fang, Zitao, et al.
Published: (2025)

Parameter-Efficient Interventions for Enhanced Model Merging
by: Osial, Marcin, et al.
Published: (2024)

Merging by Matching Models in Task Parameter Subspaces
by: Tam, Derek, et al.
Published: (2023)

Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging
by: Yang, Jinluan, et al.
Published: (2025)

Merging Context Clustering with Visual State Space Models for Medical Image Segmentation
by: Zhu, Yun, et al.
Published: (2025)

Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning
by: Lee, Yeoreum, et al.
Published: (2025)

Activated Parameter Locating via Causal Intervention for Model Merging
by: Kong, Fanshuang, et al.
Published: (2024)