← Search

Daoguo Dong

3 accepted papers

2026

FlashMotion: Few-Step Controllable Video Generation with Trajectory Guidance

CVPR 2026

Recent advances in trajectory-controllable video generation have achieved remarkable progress. Previous methods mainly use adapter-based architectures for precise motion control along predefined trajectories.However, all these methods rely on a multi-step denoising process, leading to substantial ti

Cited by 0SourcecodeScholar
2026

UniHand: A Unified Model for Diverse Controlled 4D Hand Motion Modeling

ICLR 2026poster

Hand motion plays a central role in human interaction, yet modeling realistic 4D hand motion (*i.e.*, 3D hand pose sequences over time) remains challenging. Research in this area is typically divided into two tasks: (1) Estimation approaches reconstruct precise motion from visual observations, but…

Cited by 0SourceScholar
2026

VecDesigner: Exploring Visual Guidance and Structural Consistency for Semantic Typography

ICML 2026poster

Semantic Typography aims to visualize the meaning of an input word through the form of a character, while preserving its legibility. Existing vector-based methods, which primarily rely on text-driven optimization like Score Distillation Sampling (SDS), often produce glyphs that lack rich semantic de…

Cited by 0SourceScholar