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cs.CV2026
Diffusion Model Attribution via Spectral Coupling of Denoiser Responses
Pragati Shuddhodhan Meshram, Varun Chandrasekaran
Attributing a generated image to its source diffusion model is a fundamental challenge in provenance verification and intellectual property protection. This problem is particularly…
cs.CV2025
Low-Compute Watermark Removal via Dual-Domain Natural Projection
Pragati Shuddhodhan Meshram, Varun Chandrasekaran
Effective removal of semantic watermarks requires balancing three competing objectives: \emph{high removal success}, \emph{low perceptual distortion}, and \emph{low computational c…