DeepGroundRepair: From API-Grounded Generation to Shape-Aware Repair for Deep Learning Programs

Xiangyue Ma, Zhen Wang, Xuhui Lu +5

Deep learning programs are fundamental to modern AI applications, and automatically generating them from natural language requirements can substantially reduce DL development effor…