no code implementations • 7 Feb 2024 • Xingchang Huang, Corentin Salaün, Cristina Vasconcelos, Christian Theobalt, Cengiz Öztireli, Gurprit Singh
In this paper, we introduce a novel and general class of diffusion models taking correlated noise within and across images into account.
no code implementations • 24 Nov 2023 • Corentin Salaün, Xingchang Huang, Iliyan Georgiev, Niloy J. Mitra, Gurprit Singh
Nevertheless, existing algorithms have struggled to efficiently integrate importance sampling into machine learning frameworks.
2 code implementations • NeurIPS 2020 • Zixuan Ke, Bing Liu, Xingchang Huang
To the best of our knowledge, no technique has been proposed to learn a sequence of mixed similar and dissimilar tasks that can deal with forgetting and also transfer knowledge forward and backward.
Ranked #1 on Continual Learning on F-CelebA (10 tasks)