generative models

“The findings indicate that while current generative models can simulate surface-level document aesthetics, they fail to reproduce structural and forensic authenticity.”

“画像生成モデルもだいぶ進化を成し遂げており, それに伴って概念消去（unlearningに仮に分類しておきます）の研究も段々広く行われるようになってきました.”

“Residual Prior Diffusion is a probabilistic framework integrating coarse latent priors with Diffusion Models.”

“RefineBridge improves financial forecasting by leveraging foundation models.”

“The context is from ArXiv, indicating a research paper.”

“The paper likely introduces a novel model architecture for engineering tasks.”

“The study is published on ArXiv.”

“Generative Krylov Subspace Representations for Scalable Quantum Eigensolvers”

“The article is sourced from ArXiv, indicating a peer-reviewed or pre-print research paper.”

“The paper is available on ArXiv.”

“The research focuses on synthetic dermoscopic augmentation in melanoma diagnosis.”

“The paper unifies discrete, Gaussian, and simplicial diffusion.”

“The article's focus is on GRPO within generative models.”

“The research is based on a paper from ArXiv, implying a potential future impact on the field.”

“The paper introduces Random-Bridges as a new method.”

“The research is available on ArXiv.”

“The article's source is ArXiv.”

“The article focuses on building surrogate ODE models for diffusion bridges.”

“The article's focus is on using the Hellinger loss function in the context of GANs.”

“The research is published on ArXiv.”

“The research focuses on domain adaptation.”

“The paper focuses on using Causal Minimality.”

“The context is the ArXiv platform.”

“The context is simply an ArXiv paper, indicating a research publication.”

“The research focuses on reflection removal.”

“The paper focuses on fast likelihood evaluation and sampling in flow-based models.”

“The article describes the process of using one AI to write a story and another to illustrate it.”

“The article is a review of music composition with deep learning.”