activity
20222026
most citedDreamix: Video Diffusion Models are General Video Editors

43 citations · 64 across the 6 of their papers we have counts for

collaborators

6 papers

cs.HC2026

Generative UI: LLMs are Effective UI Generators

Yaniv Leviathan, Dani Valevski, Matan Kalman +10

AI models excel at creating content, but typically render it with static, predefined interfaces. Specifically, the output of LLMs is often a markdown "wall of text". Generative UI…

cs.LG2024★ 4 cited

Diffusion Models Are Real-Time Game Engines

Dani Valevski, Yaniv Leviathan, Moab Arar +1

We present GameNGen, the first game engine powered entirely by a neural model that also enables real-time interaction with a complex environment over long trajectories at high qual…

cs.CV2023★ 8 cited

A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation

Eyal Segalis, Dani Valevski, Danny Lumen +2

Text-to-image diffusion models achieved a remarkable leap in capabilities over the last few years, enabling high-quality and diverse synthesis of images from a textual prompt. Howe…

cs.CV2023★ 1 cited

Face0: Instantaneously Conditioning a Text-to-Image Model on a Face

Dani Valevski, Danny Wasserman, Yossi Matias +1

We present Face0, a novel way to instantaneously condition a text-to-image generation model on a face, in sample time, without any optimization procedures such as fine-tuning or in…

cs.CV2023★ 43 cited

Dreamix: Video Diffusion Models are General Video Editors

Eyal Molad, Eliahu Horwitz, Dani Valevski +5

Text-driven image and video diffusion models have recently achieved unprecedented generation realism. While diffusion models have been successfully applied for image editing, very…

cs.CV2022★ 8 cited

UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image

Dani Valevski, Matan Kalman, Eyal Molad +3

Text-driven image generation methods have shown impressive results recently, allowing casual users to generate high quality images by providing textual descriptions. However, simil…