Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning

Zhuo Huang, Chang Liu, Yinpeng Dong, Hang Su, Shibao Zheng +1 more
2/12/2026

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@article{huang2026machine,
  title  = {Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning},
  author = {Zhuo Huang and Chang Liu and Yinpeng Dong and Hang Su and Shibao Zheng and Tongliang Liu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:ad5d29eea82fd929adb0c5cfc3a11c9e5004c97f},
  journal = {ICML 2024 2024}
}

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