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Author

Yun Hao

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Aug 2026

CRFormer: Multi-scale contrastive regularization transformer for visible watermark removal.

This paper proposes CRFormer, a single-stage Transformer network for blind visible watermark removal that replaces the CNN backbone with a full Transformer to model watermark regions of arbitrary spatial extent and introduces a deformable convolution feed-forward network that restores spatial perception and integrates watermark mask prediction directly into the backbone.

Yun Hao, Jiaju Wu, Rui Sun et al. · 0 citations
Review Aug 2026

Roomer: Reflective Object-Grounded Model Editing and Repair for 3D Indoor Layout Synthesis

Roomer is presented, a reflective repair framework that casts local violations as sparse, object-grounded repair problems and repairs residual violations while preserving valid regions, improves physical validity and usability, and transfers across external generators.

Lingwei Dang, Ziyan Qiu, Jiajia Cheng et al. · 0 citations

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