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

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

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

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

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

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

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