Mar 3, 2023 · Abstract:Diffusion models (DMs) have become the new trend of generative models and have demonstrated a powerful ability of conditional ...

In this paper, we propose VPD (Vi- sual Perception with pre-trained Diffusion models), a new framework that exploits the semantic information of a pre- trained ...

This repository contains PyTorch implementation for paper "Unleashing Text-to-Image Diffusion Models for Visual Perception" (ICCV 2023). VPD ( V isual P ...

Duration: 9:44
Posted: May 19, 2024

Diffusion models (DMs) have become the new trend of generative models and have demonstrated a powerful ability of conditional synthesis.

It is shown that vision-language pre-trained diffusion models can be faster adapted to downstream visual perception tasks using the proposed VPD, ...

Mar 3, 2023 · Unleashing Text-to-Image Diffusion Models for Visual Perception ... text-to-image diffusion model in visual perception tasks. In- stead of ...

Jan 18, 2024 · The challenging process of deriving such information is key for 3D scene reconstruction and augmented reality generation, robotics and ...

Mar 6, 2023 · Unleashing Text-to-Image Diffusion Models for Visual Perception abs ... Unleashing Text-to-Image Diffusion Models for Visual Perception ...

May 19, 2024 · It proposes a way to use diffusion models as a backbone encoder for various visual ... VPD (ICCV2023): Unleashing Text-to-Image Diffusion Models ...