Program synthesis (PS) is a field devoted to auto-matically generating computer programs from high-level specifications, and genetic programming (GP) is one commonly-used way to achieve PS. PushGP, operating on a stack-based language, is considered as a state-of-the-art program synthesizer among GPs, while another research trend foucus on the grammar-based languages due to the readability and the ...Show More
Deep-net models based on self-attention, such as Swin Transformer, have achieved great success for single image super-resolution (SISR). While self-attention excels at modeling global information, it is less effective at capturing high frequencies (e.g., edges etc.) that deliver local information primarily, which is crucial for SISR. To tackle this, we propose a global-local awareness network (GLA...Show More
