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Zhiheng Zhou

3 accepted papers

2026

CLIP-FTI: Fine-Grained Face Template Inversion via CLIP-Driven Attribute Conditioning

AAAI 2026technical

Face recognition systems store face templates for efficient matching. Once leaked, these templates pose a threat: inverting them can yield photorealistic surrogates that compromise privacy and enable impersonation. Although existing research has achieved relatively realistic face template inversion,

Cited by 0SourcePDFScholar
2026

Masked Representation Modeling for Domain-Adaptive Segmentation

CVPR 2026

Unsupervised domain adaptation (UDA) for semantic segmentation seeks to transfer models from a labeled source domain to an unlabeled target domain. While auxiliary self-supervised tasks such as contrastive learning have enhanced feature discriminability, masked modeling remains underexplored due to

Cited by 0SourcecodeScholar
2026

Pano360: Perspective to Panoramic Vision with Geometric Consistency

CVPR 2026

Prior panorama stitching approaches heavily rely on pairwise feature correspondences and are unable to leverage geometric consistency across multiple views. This leads to severe distortion and misalignment, especially in challenging scenes with weak textures, large parallax, and repetitive patterns.

Cited by 0SourcecodeScholar