ScalingAR: Scaling Confidence for Autoregressive Image Generation

Harold Haodong Chen
Co-first author
,
Xianfeng Wu
Co-first author
Wenjie Shu
Wenjie Shu
,
Rongjin Guo
,
Disen Lan
,
Harry Yang
,
Ying-Cong Chen
· 1 min read
Abstract
We study confidence scaling strategies in autoregressive image generation to improve sampling and quality.
Type
Publication
ICML 2026

Accepted at ICML 2026.

Can't display the PDF inline. Click to view/download: Figure2.pdf

Figure: Confidence scaling overview.

Peer-Reviewed Image Generation Autoregressive Models
Wenjie Shu
Authors
Wenjie Shu (he/him)
Researcher