Author

G. Qian

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Oct 2026

Token-Level Video Reinforcement Learning

Reinforcement learning (RL) for video generation usually assigns one scalar reward to an entire sampled video. Yet a video is not uniformly flawed: some visual tokens may already satisfy the prompt, whereas others require correction. A scalar reward cannot localize errors, causing optimization to perturb satisfactory t...

Yi-Fan Wang, G. Qian, Yan-Yu Li et al. · 0 citations

#machine learning Preprint Sep 2026

PDMD: Projected Distribution Matching Distillation for Video Diffusion Models

This work introduces Projected Distribution Matching Distillation (PDMD) to filter critic errors, and shows how this projection stabilizes training and improves sample quality where DMD degrades and develops unnatural textures.

Zi-Mo Wang, Junkun Yuan, Ang-Tian Wang et al. · 0 citations

Jul 2026

EgoPlay: Event-Triggered Video Editing for Egocentric Streams

An event-aware evaluation protocol that separately measures post-trigger editing quality, pre-trigger preservation, and false-trigger robustness is introduced.

Jinjie Mai, G. Qian, W. Menapace et al. · arXiv.org · 1 citation