no code implementations • 21 Feb 2025 • Vikas Thamizharasan, Nikitas Chatzis, Iliyan Georgiev, Matthew Fisher, Difan Liu, Nanxuan Zhao, Evangelos Kalogerakis, Michal Lukac
We present mean-shift distillation, a novel diffusion distillation technique that provides a provably good proxy for the gradient of the diffusion output distribution.
no code implementations • CVPR 2024 • Vikas Thamizharasan, Difan Liu, Matthew Fisher, Nanxuan Zhao, Evangelos Kalogerakis, Michal Lukac
The success of denoising diffusion models in representing rich data distributions over 2D raster images has prompted research on extending them to other data representations, such as vector graphics.
1 code implementation • CVPR 2021 • Pradyumna Reddy, Michael Gharbi, Michal Lukac, Niloy J. Mitra
The current alternative is to use specialized models that require explicit supervision on the vector graphics representation at training time.
1 code implementation • CVPR 2019 • Ning Yu, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi, Michal Lukac
This paper addresses the problem of interpolating visual textures.