IEEE transactions on neural networks and learning systems
Toward Effective Model Merging in Semantic Segmentation.
Haotian Chen, Yanyu Xu, Yonghui Xu, Yu Zhang, Yixin Zhang, Fang Wang, Lizhen Cui
Published: 202510.1109/TNNLS.2025.3626606
Abstract
Model merging has become a popular approach for combining individual models into a single model that inherits their capabilities and achieves improved performance. However, its success has not yet been transferred to semantic segmentation tasks due t…
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