Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities

Yifang Chen, Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song
2/14/2026
Semantic Scholar

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Cite this paper

@article{chen2026fundamental,
  title  = {Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities},
  author = {Yifang Chen and Xiaoyu Li and Yingyu Liang and Zhenmei Shi and Zhao Song},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:efe89702baeb89bfe7788cab210343962e88a675},
  journal = {ICML 2025 2025}
}

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