Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection

Ying Yang, De Cheng, Chaowei Fang, Yubiao Wang, Changzhe Jiao +3 more
2/3/2026

No official code found. Best implementation: xbyym/DLSR (9 stars, last commit 2024-11-29).

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xbyym/DLSRCommunity73%

Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection(NeurlPS 2024)

92PythonMay 22, 20241 years ago

Cite this paper

@article{yang2026diffusionbased,
  title  = {Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection},
  author = {Ying Yang and De Cheng and Chaowei Fang and Yubiao Wang and Changzhe Jiao and Lechao Cheng and Nannan Wang and Xinbo Gao},
  year   = {2026},
  url    = {https://www.semanticscholar.org/paper/8e3514804ee42b8ecc2043577f1a71ccdf446e27},
  journal = {NEURIPS 2024 2024}
}

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