Hai-Tian Liu

Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation

The learnware paradigm aims to help users leverage numerous existing high-performing models instead of starting from scratch, where a learnware consists of a well-trained model and the specification describing its capability. Numerous learnwares are accommodated by a learnware dock system. When user…