Feature Purification Matters: Suppressing Outlier Propagation for Training-free Open-vocabulary Semantic Segmentation

Shuo Jin, Siyue Yu^*, Bingfeng Zhang, Mingjie Sun, Yi Dong, Jimin Xiao

^*Corresponding author for this work

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

Original language	English
Title of host publication	Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)
Pages	20291-20300
Number of pages	8
Publication status	Published - 2025

LLM-based Weakly-supervised Image Segmentation
Siyue Yu (Supervisor)
Jan 2025 → Dec 2028
Activity: Supervision › PhD Supervision

Cite this

@inproceedings{c77369da7eb34320a5c29ea50c92301a,

title = "Feature Purification Matters: Suppressing Outlier Propagation for Training-free Open-vocabulary Semantic Segmentation",

author = "Shuo Jin and Siyue Yu and Bingfeng Zhang and Mingjie Sun and Yi Dong and Jimin Xiao",

year = "2025",

language = "English",

pages = "20291--20300",

booktitle = "Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)",

}

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - Feature Purification Matters: Suppressing Outlier Propagation for Training-free Open-vocabulary Semantic Segmentation

AU - Jin, Shuo

AU - Yu, Siyue

AU - Zhang, Bingfeng

AU - Sun, Mingjie

AU - Dong, Yi

AU - Xiao, Jimin

PY - 2025

Y1 - 2025

M3 - Conference Proceeding

SP - 20291

EP - 20300

BT - Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)

ER -