5 papers
Learning Human Skill Generators at Key-Step Levels
Yilu Wu, Chenhui Zhu, Shuai Wang +4
We are committed to learning human skill generators at key-step levels. The generation of skills is a challenging endeavor, but its successful implementation could greatly facilita…
A Large-Scale Study on Video Action Dataset Condensation
Yang Chen, Sheng Guo, Bo Zheng +1
Recently, dataset condensation has made significant progress in the image domain. Unlike images, videos possess an additional temporal dimension, which harbors considerable redunda…
LeviTor: 3D Trajectory Oriented Image-to-Video Synthesis
Hanlin Wang, Hao Ouyang, Qiuyu Wang +5
The intuitive nature of drag-based interaction has led to its growing adoption for controlling object trajectories in image-to-video synthesis. Still, existing methods that perform…
Open-Event Procedure Planning in Instructional Videos
Yilu Wu, Hanlin Wang, Jing Wang +1
Given the current visual observations, the traditional procedure planning task in instructional videos requires a model to generate goal-directed plans within a given action space.…
Contextual AD Narration with Interleaved Multimodal Sequence
Hanlin Wang, Zhan Tong, Kecheng Zheng +2
The Audio Description (AD) task aims to generate descriptions of visual elements for visually impaired individuals to help them access long-form video content, like movies. With vi…