4 papers
LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models
Chenglin Wang, Yucheng Zhou, Shawn Chen +2
Discrete Diffusion Language Models have emerged as a compelling paradigm for unified multimodal generation, yet their deployment is hindered by high inference latency arising from…
Distilling Latent Manifolds: Resolution Extrapolation by Variational Autoencoders
Jiaming Chu, Tao Wang, Lei Jin
Variational Autoencoder (VAE) encoders play a critical role in modern generative models, yet their computational cost often motivates the use of knowledge distillation or quantific…
StickMotion: Generating 3D Human Motions by Drawing a Stickman
Tao Wang, Zhihua Wu, Qiaozhi He +6
Text-to-motion generation, which translates textual descriptions into human motions, has been challenging in accurately capturing detailed user-imagined motions from simple text in…
DiffBrush:Just Painting the Art by Your Hands
Jiaming Chu, Lei Jin, Tao Wang +2
The rapid development of image generation and editing algorithms in recent years has enabled ordinary user to produce realistic images. However, the current AI painting ecosystem p…