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Sumin In

3 accepted papers

2026

CompMarkGS: Robust Watermarking for Compressed 3D Gaussian Splatting

ICLR 2026poster

As 3D Gaussian Splatting (3DGS) is increasingly adopted in various academic and commercial applications due to its high-quality and real-time rendering capabilities, the need for copyright protection is growing. At the same time, its large model size requires efficient compression for storage and tr…

Cited by 0SourcecodeScholar
2026

WaTeRFlow: Watermark Temporal Robustness via Flow Consistency

CVPR 2026

Image watermarking supports authenticity and provenance, yet many schemes are still easy to bypass with various distortions and powerful generative edits. Deep learning-based watermarking has improved robustness to diffusion-based image editing, but a gap remains when a watermarked image is converte

Cited by 0SourceScholar
2025

FaceShield: Defending Facial Image against Deepfake Threats

ICCV 2025poster

The rising use of deepfakes in criminal activities presents a significant issue, inciting widespread controversy. While numerous studies have tackled this problem, most primarily focus on deepfake detection. These reactive solutions are insufficient as a fundamental approach for crimes where authent…

Cited by 0SourcePDFScholar