Nov 4, 2022 · We leverage contrastive learning with latent codes to generate diverse foreground results for the same masked input. Specifically, we define two ...

(1) We propose a novel contrastive learning based approach for diverse foreground generation; (2) An explicit disentangled latent space for controllability via ...

Oct 21, 2022 · We introduce a new method for diverse foreground generation with explicit control over various factors.

A new method for diverse foreground generation with explicit control over various factors of variation is introduced, which leverages contrastive learning ...

We introduce a new method for diverse foreground generation with explicit control over various factors. Existing image inpainting based foreground generation ...

In this supplementary material, we first introduce our model architecture and implementation details in Section 1, followed by the dataset details in ...

Generally, I am interested in controllable & multimodal image generation/ manipulation. ... Contrastive Learning for Diverse Disentangled Foreground Generation

We introduce a new method for diverse foreground generation with explicit control over various factors. Contrastive Learning · Diversity +1.

Contrastive Learning for Diverse Disentangled Foreground Generation · pdf icon · hmtl icon · Yuheng Li, Yijun Li, Jingwan Lu, Eli Shechtman, Yong Jae Lee, ...

Contrastive Learning for Diverse Disentangled Foreground Generation. Li, Y., Li, Y., Lu, J., Shechtman, E., Lee, Y., Singh, K. (Oct. 23, 2022). European ...