Ruitao Xie

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Computer Vision (1)Data Curation & Synthetic Data (1)Multimodal Models (1)

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Peiyu Zhuang (1)Jianquan Yang (1)Haodong Li (1)Zhuoying Cai (1)

Papers (1)

May 27, 2026

2w ago·also DAMO, HUST, M)

SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization

Unlock a treasure trove of free training data: SIGMA turns millions of unannotated image edits into high-quality pixel masks, boosting image manipulation detection by 18%.

Peiyu Zhuang, Jianquan Yang, Haodong Li +5

Computer Vision Data Curation & Synthetic Data Multimodal Models

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Ruitao Xie

Publication activitypapers/week, last 8 weeks

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Papers (1)