[CVPR 2023] Executing your Commands via Motion Diffusion in Latent Space, a fast and high-quality motion diffusion model - ChenFengYe/motion-latent-diffusion
The proposed motion-guided latent diffusion (MGLD) based VSR algorithm achieves significantly better perceptual quality than state-of-the-arts on real-world VSR benchmark datasets, validating the effectiveness of the proposed model design and training strategies. Codes and models are available at ...
Furthermore, the diffusion model suffers from substantial inference time. To address these conundrums, we propose a trajectory prediction method based on the diffusion model, named as Motion Latent Diffusion (MLD). The core of MLD is the Conditional Variational Autoencoder (CVAE) to transform the...
【论文阅读】Executing your Commands via Motion Diffusion in Latent Space[CVPR 23] 忽如远行客 。6 人赞同了该文章 Abstract&Introduction 任务:人体动作的条件生成(包括基于动作和基于文本的)。 motivation:人体动作捕捉系统产生的数据可能含有(时间维度的)冗余或者噪声;直接建模人体动作的条件分布可能会需要很大计算...
# BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction #paper 1. paper-info 1.1 Metadata Author:: [[German Barquero]], [[Sergio Escalera]], [[Cristina Palmero]] 作者机构:: Universitat de Barcelona Keywords:: #HMP #Diffusion ...
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction 本文关注的问题是human motion prediction(HMP),也就是在给定观测到的人体运动的前提下,预测人体的后续运动。本文的思路是,将人…
Motion Latent Diffusion Model (MCM-LDM) for Arbitrary Motion Style Transfer (AMST). Our MCM-LDM significantly emphasizes preserving trajectories, recognizing their fundamental role in defining the essence and fluidity of motion content. Our MCM-LDM's cornerstone lies in its ability first to ...
Advanced imaging techniques, such as displacement encoding with stimulated echoes (DENSE) CMR, offer highly accurate and reproducible motion data but require additional image acquisition, which poses challenges in busy clinical flows. In this paper, we introduce a novel Latent Motion Diffusion model (...
Motion-Guided Latent Diffusion forTemporally Consistent Real-World Video Super-Resolution 来自 Springer 喜欢 0 阅读量: 6 作者:X Yang,C He,J Ma,L Zhang 摘要: Real-world low-resolution (LR) videos have diverse and complex degradations, imposing great challenges on video super-resolution (VSR) ...
Advanced imaging techniques, such as displacement encoding with stimulated echoes (DENSE) CMR, offer highly accurate and reproducible motion data but require additional image acquisition, which poses challenges in busy clinical flows. In this paper, we introduce a novel Latent Motion Diffusion model (...