audio watermarking 1diffusion models 1latent space embedding 1music generation 1robustness to attacks 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.SD2026
MusicMark: A Robust Generative Watermarking Framework for Music Generation
Seohwan Yun, Jeeyoung Yun, Yongjin Kim +2
The paper introduces MusicMark, a framework that embeds watermarks directly into the latent space of diffusion-based music generation models, making the watermarks robust to transf…
cs.CL2025
SGPO: Self-Generated Preference Optimization based on Self-Improver
Hyeonji Lee, Daejin Jo, Seohwan Yun +1
Large language models (LLMs), despite their extensive pretraining on diverse datasets, require effective alignment to human preferences for practical and reliable deployment. Conve…
cs.CV2024
EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything
Joonhyeon Song, Seohwan Yun, Seongho Yoon +2
This work proposes a novel approach beyond supervised learning for effective pathological image analysis, addressing the challenge of limited robust labeled data. Pathological diag…