1 code implementation • 4 Sep 2021 • Robin Schmucker, Jingbo Wang, Shijia Hu, Tom M. Mitchell
This student performance (SP) modeling problem is a critical step for building adaptive online teaching systems.
16 code implementations • CVPR 2020 • Sachit Menon, Alexandru Damian, Shijia Hu, Nikhil Ravi, Cynthia Rudin
We present an algorithm addressing this problem, PULSE (Photo Upsampling via Latent Space Exploration), which generates high-resolution, realistic images at resolutions previously unseen in the literature.
Ranked #10 on Image Super-Resolution on FFHQ 256 x 256 - 4x upscaling (PSNR metric)
1 code implementation • 9 May 2018 • Yijie Bei, Alex Damian, Shijia Hu, Sachit Menon, Nikhil Ravi, Cynthia Rudin
This work identifies and addresses two important technical challenges in single-image super-resolution: (1) how to upsample an image without magnifying noise and (2) how to preserve large scale structure when upsampling.