The authors previously proposed the reflection integration method which generates a realistic image of objects, and the precise rendering method which ...

Such a table is called "adaptive table." 90 x 90 divisions have been found to be adequate for image generation. This makes computation time for this op- eration ...

Oct 2, 2024 · We introduce the novel task of prompt-adaptive workflow generation, where the goal is to automatically tailor a workflow to each user prompt.

Ensembling multiple predictions is a widely-used technique to improve the accu- racy of various machine learning tasks. In image classification tasks, ...

Oct 22, 2024 · In this paper, we learn image-adaptive 3-dimensional lookup tables (3D LUTs) to achieve fast and robust photo enhancement. 3D LUTs are widely ...

A new approach to mesh generation is proposed, which is based on a theoretical result derived on the error bound of a mesh representation, that can produce ...

Jun 10, 2024 · The proposed method is based on adaptive tables and can achieve the same accuracy with the conventional method, but can largely lower the ...

Dec 2, 2024 · Explore advanced techniques in fast high-resolution image synthesis using latent adversarial diffusion distillation. | Restackio.

Dec 7, 2023 · In this article, we propose a method to automatically produce adaptive perturbed images based on GAN for motivated adversaries on deep learning models.

As shown in Table 2, most images are easy (i.e., suit- able for the fast detector). Hence, a classifier with low error rate may make a lot of errors in the ...