自回归模型也能拍电影？这篇论文教你用AI自动生成视频蒙太奇，颠覆传统剪辑思路。
arXiv:2607.14645v1 Announce Type: new Abstract: This work introduces FilmGPT, an autoregressive transformer designed to address the challenge of video…
用自回归模型融合几何先验，车道拓扑推理更精准高效。
arXiv:2606.31814v1 Announce Type: new Abstract: Lane topology reasoning aims to construct a lane graph from onboard sensor observations. Existing meth…
Sand.ai获超亿美元融资，曹越详解为何视频是通往世界模型的关键路径
“每一代模型，我们都在押注一个非共识。” 文｜邓咏仪 编辑｜张雨忻 Sand.ai 创始人曹越，不太关心自己站在共识的哪一边。 Sand.ai 是一家视频生成模型和产品公司，成立于2024年1月。曹越创立Sand.ai 的故事也已经被讲过很多遍：在上一段创业“光年之外”戛然而止后，曹越很快就投入到 …
车载3D生成新方案，借助2D自回归先验实现高保真车辆重建
arXiv:2606.25300v1 Announce Type: new Abstract: Existing 3D vehicle generation methods often suffer from low geometric fidelity and blurry textures, h…
理论揭示：判别模型的条件分布等价性如何约束内部表示的唯一性，为理解模型表征相似性提供新视角
arXiv:2602.15438v3 Announce Type: replace-cross Abstract: For a broad family of discriminative models that includes autoregressive language models, id…
扩散大语言模型在CUDA内核生成任务上超越自回归模型，新论文DICE展示显著优势。
arXiv:2602.11715v2 Announce Type: replace Abstract: Diffusion large language models (dLLMs) have emerged as a compelling alternative to autoregressive…
新方法通过logit组合提升自回归模型的组合泛化能力，突破结构泛化瓶颈。
arXiv:2605.28304v1 Announce Type: new Abstract: Composing autoregressive models remains a core challenge in understanding how large language models ca…
这篇论文提出了利用自回归序列模型进行条件属性估计的新方法，直击生成模型在全局结构控制上的痛点，值得关注。
arXiv:2605.14004v1 Announce Type: new Abstract: Generative models are often trained with a next-token prediction objective, yet many downstream applic…
提出运动感知缓存复用策略，显著加速自回归视频生成过程。
arXiv:2605.01725v2 Announce Type: replace-cross Abstract: Autoregressive video generation paradigms offer theoretical promise for long video synthesis…
揭秘LLM从左到右理解的弱点：仅需在左侧加噪声，就能轻松绕过黑盒大模型的安全护栏。
arXiv:2410.02832v2 Announce Type: replace-cross Abstract: This paper proposes a simple yet effective jailbreak attack named FlipAttack against black-b…