5 papers
MultiMotion: Multi Subject Video Motion Transfer via Video Diffusion Transformer
Penghui Liu, Jiangshan Wang, Yutong Shen +3
Multi-object video motion transfer poses significant challenges for Diffusion Transformer (DiT) architectures due to inherent motion entanglement and lack of object-level control.…
Unified Long Video Inpainting and Outpainting via Overlapping High-Order Co-Denoising
Shuangquan Lyu, Jian Mao, Yue Ma
Diffusion-based text-to-video models are increasingly capable, but mask-based editing over hundreds of frames remains challenging: naïve long-video generation suffers from memory b…
Follow-Your-Preference: Towards Preference-Aligned Image Inpainting
Yutao Shen, Junkun Yuan, Toru Aonishi +2
This paper investigates image inpainting with preference alignment. Instead of introducing a novel method, we go back to basics and revisit fundamental problems in achieving such a…
UniPaint: Unified Space-time Video Inpainting via Mixture-of-Experts
Zhen Wan, Chenyang Qi, Zhiheng Liu +2
In this paper, we present UniPaint, a unified generative space-time video inpainting framework that enables spatial-temporal inpainting and interpolation. Different from existing m…
Developing Smart MAVs for Autonomous Inspection in GPS-denied Constructions
Paoqiang Pan, Kewei Hu, Xiao Huang +5
Smart Micro Aerial Vehicles (MAVs) have transformed infrastructure inspection by enabling efficient, high-resolution monitoring at various stages of construction, including hard-to…