163 citations · 489 across the 48 of their papers we have counts for
5 papers · 1 filter
In-Situ Tweedie Discrete Diffusion Models
Xiao Li, Jiaqi Zhang, Shuxiang Zhang +3
While diffusion models excel at generating continuous data such as images, adapting them to discrete tasks has relied on indirect approaches that either operate in continuous embed…
Physical Autoregressive Model for Robotic Manipulation without Action Pretraining
Zijian Song, Sihan Qin, Tianshui Chen +2
The scarcity of manipulation data has motivated the use of pretrained large models from other modalities in robotics. In this work, we build upon autoregressive video generation mo…
Neural Scene Designer: Self-Styled Semantic Image Manipulation
Jianman Lin, Tianshui Chen, Chunmei Qing +4
Maintaining stylistic consistency is crucial for the cohesion and aesthetic appeal of images, a fundamental requirement in effective image editing and inpainting. However, existing…
Geometry-Editable and Appearance-Preserving Object Compositon
Jianman Lin, Haojie Li, Chunmei Qing +3
General object composition (GOC) aims to seamlessly integrate a target object into a background scene with desired geometric properties, while simultaneously preserving its fine-gr…
Exploiting Temporal Audio-Visual Correlation Embedding for Audio-Driven One-Shot Talking Head Animation
Zhihua Xu, Tianshui Chen, Zhijing Yang +3
The paramount challenge in audio-driven One-shot Talking Head Animation (ADOS-THA) lies in capturing subtle imperceptible changes between adjacent video frames. Inherently, the tem…