We introduce Videoshop, a training-free video editing algorithm for localized semantic edits.
Videoshop allows users to use any editing software, including Photoshop and generative …

In this article, we investigate vision-language models (VLM) as reasoners. The ability to form
abstractions underlies mathematical reasoning, problem-solving, and other Math AI tasks …

We propose a generative model that, given a coarsely edited image, synthesizes a
photorealistic output that follows the prescribed layout. Our method transfers fine details from …

We address the problem of multi-object 3D pose control in image diffusion models. Instead
of conditioning on a sequence of text tokens, we propose to use a set of per-object …

Scene image editing is crucial for entertainment, photography, and advertising design.
Existing methods solely focus on either 2D individual object or 3D global scene editing. This …

User-friendly 3D object editing is a challenging task that has attracted significant attention
recently. The limitations of direct 3D object editing without 2D prior knowledge have …

Generative methods for image and video editing use generative models as priors to perform
edits despite incomplete information, such as changing the composition of 3D objects shown …