Xiaolong Ma*

Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design

"Deep neural networks (DNNs) are frequently employed in a variety of computer vision applications. Nowadays, an emerging trend in the current video distribution system is to take advantage of DNN’s overfitting properties to perform video resolution upscaling. By splitting videos into chunks and appl…