Predict the next resolution, not the next token — autoregression that beats diffusion on ImageNet.
Tian et al. · NeurIPS 2024 · Model Architectures. Read the paper ↗
A free, interactive, animated visual explainer of Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction — every exhibit computed from the real formulas, with verbatim quotes from the source.
Questions #
- What is Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction?
- Predict the next resolution, not the next token — autoregression that beats diffusion on ImageNet.
- Who published Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction, and where?
- Tian et al. — NeurIPS 2024 (arXiv:2404.02905).
- Where can I find a visual explainer of Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction?
- Right here — a free, interactive, animated walkthrough of the whole paper, with exhibits computed from the real formulas and verbatim quotes from the source.
source & further reading
research.rudrite.com — original article
Shuchen Xue
Json Zhou
Yunze Man