Representation Surgery for Multi-Task Model Merging

Multi-task learning (MTL) compresses the information from multiple tasks into a unified backbone to improve computational efficiency and generalization. Recent work directly merges multiple independently trained models to perform MTL instead of collecting their raw data for joint training, greatly e...

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Bibliographische Detailangaben

Hauptverfasser:	Yang, Enneng, Shen, Li, Wang, Zhenyi, Guo, Guibing, Chen, Xiaojun, Wang, Xingwei, Tao, Dacheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
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