Jinseo Shim

Cylindrical Lattice Embedding for Program Induction

This study is grounded in prior work on program induction framework with a structured latent program space, called Program Lattice Auto Encoder(PLAE). It preserves compositional structure by training an encoder where programs and their compositions correspond to integer linear combinations of progr