Augmentation-free Dense Contrastive Distillation for Efficient Semantic Segmentation

Jiawei Fan, Chao Li, Xiaolong Liu, Meina Song, Anbang Yao

2/12/2026

No official code found. Best implementation: OSVAI/Af-DCD (19 stars, Apache-2.0, last commit 2024-03-28).

Code Implementations(1)

Apache-2.0

The official project website of "Augmentation-free Dense Contrastive Distillation for Efficient Semantic Segmentation" (Af-DCD for short, accepted to NeurIPS 2023).

192Shell, PythonSep 22, 20232 years agoApache-2.0

knowledge-distillationneurips-2023

Cite this paper

@article{fan2026augmentationfree,
  title  = {Augmentation-free Dense Contrastive Distillation for Efficient Semantic Segmentation},
  author = {Jiawei Fan and Chao Li and Xiaolong Liu and Meina Song and Anbang Yao},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:b24a6b1ab9a05b5ecb0008a58e276eeb2a5e1165},
  journal = {NEURIPS 2023 2023}
}

Augmentation-free Dense Contrastive Distillation for Efficient Semantic Segmentation

Code Implementations(1)

Cite this paper

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