[CVPR 2026] VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice

Computer vision, speech & NLPother

Why the open web links it

Presents VideoAuto-R1, a video reasoning model that balances direct and chain-of-thought answering for improved performance.

Linked by 2 independent sites, 2 of them widely read in the 2026-10 crawl of the open web, including princeton.edu, thecvf.com.