no code implementations • 9 Jul 2023 • Jie S. Li, Yow-Ting Shiue, Yong-Siang Shih, Jonas Geiping
SD Sampling uses text-to-image Stable Diffusion to generate multiple images from the given phrase, increasing the likelihood that a subset of images match the one that paired with the text.
2 code implementations • NeurIPS 2023 • Arpit Bansal, Eitan Borgnia, Hong-Min Chu, Jie S. Li, Hamid Kazemi, Furong Huang, Micah Goldblum, Jonas Geiping, Tom Goldstein
We observe that the generative behavior of diffusion models is not strongly dependent on the choice of image degradation, and in fact an entire family of generative models can be constructed by varying this choice.
2 code implementations • 8 Oct 2019 • Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell
We use these embeddings in a neural architecture to learn the distance between best-performing pipelines.