generative model

"根据经验，LLM引导的提议加上仅接受（ΔE < 0）规则似乎并没有打破细致平衡或改变平稳分布。"

"我们开发了两个互补模型。"

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

"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 research is based on a paper available on ArXiv."

"The research uses conditional generative models."

"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 research is sourced from ArXiv."

"The study is published on ArXiv."

"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 article's focus is on evaluating graph generative models."

"The paper introduces Random-Bridges as a new method."

"Lyra is a hardware-accelerated RISC-V verification framework with generative model-based processor fuzzing."

"The research is available on ArXiv."

"The article's source is ArXiv."

"The research is published on ArXiv."

"A Semantically Enhanced Generative Foundation Model Improves Pathological Image Synthesis"

"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 article discusses the emergence of nonequilibrium latent cycles."