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cs.LG2026
Memorization Control in Diffusion Models from Denoising-centric Perspective
Thuy Phuong Vu, Mai Viet Hoang Do, Minhhuy Le +2
Controlling memorization in diffusion models is critical for applications that require generated data to closely match the training distribution. Existing approaches mainly focus o…
cs.LG2025
How Effective Is Constitutional AI in Small LLMs? A Study on DeepSeek-R1 and Its Peers
Antonio-Gabriel Chacón Menke, Phan Xuan Tan
Recent incidents highlight safety risks in Large Language Models (LLMs), motivating research into alignment methods like Constitutional AI (CAI). This paper explores CAI's self-cri…