Researchers at Los Alamos National Laboratory have developed a new approach that addresses the limitations of generative AI ...

腾讯微信 AI 团队提出 WeDLM（WeChat Diffusion Language Model），通过在标准因果注意力下实现扩散式解码，在数学推理等任务上实现相比 vLLM 部署的 AR 模型 3 倍以上加速，低熵场景更可达 10 ...

The development of large language models (LLMs) is entering a pivotal phase with the emergence of diffusion-based architectures. These models, spearheaded by Inception Labs through its new Mercury ...

Diffusion models gradually refine and produce a requested output, sometimes starting from random noise—values generated by the model itself—and sometimes working from user-provided data. Think of ...

Diffusion models generate incredible images by learning to reverse the process that, among other things, causes ink to spread through water. Ask DALL·E 2, an image generation system created by OpenAI, ...

Inception, a new Palo Alto-based company started by Stanford computer science professor Stefano Ermon, claims to have developed a novel AI model based on “diffusion” technology. Inception calls it a ...

有关diffusion的实验事实带来的启发： 错误的启发1：应该押宝diffusion！押宝生成式AI！错误的启发2：SDE牛逼，我要死磕概率论正确的启发：构造序列松弛，是解决“极端稀疏目标命中问题”的有效方法 生成问题差不多就是在一个 \mathbb R^n ...