diffusion model

by Synced 2023-02-07 0

Google & HUJI Present Dreamix: The First Diffusion Model for General Video Editing

In the new paper Dreamix: Video Diffusion Models Are General Video Editors, a team from Google Research and the Hebrew University of Jerusalem presents Dreamix, a novel approach that leverages a video diffusion model (VDM) to enable text-based motion and appearance video editing.

by Synced 2022-06-27 2

AI Machine Learning & Data Science Research

Google’s Novel Lossy Compression Method Targets Perfect Realism with Only a Single Diffusion Model

In the new paper Lossy Compression with Gaussian Diffusion, a Google Research team presents DiffC, a novel and simple lossy compression method that relies only on an unconditionally trained diffusion generative model and achieves state-of-the-art image compression results despite lacking an encoder transform.

by Synced 2022-06-01 0

AI Machine Learning & Data Science Nature Language Tech Research

Google’s Imagen Text-to-Image Diffusion Model With Deep Language Understanding Defeats DALL-E 2

In the new paper Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding, a Google Brain research team presents Imagen, a text-to-image diffusion model that combines deep language understanding and photorealistic image generation capabilities to achieve a new state-of-the-art FID score of 7.27 on the COCO dataset.