Abstract: Spiking neural networks (SNNs) offer an effective approach to solving constraint satisfaction problems (CSPs) by leveraging their temporal, event-driven dynamics. Moreover, neuromorphic ...

Abstract: This paper introduces StreamLLM, a method that uses Large Language Models (LLMs) to generate streamliners for constraint programming. Streamliners narrow the search space to improve the ...

Wave Function Collapse is a constraint satisfaction algorithm originally used for procedural generation. It works by maintaining a grid where each cell has multiple possible states, then iteratively ...

A real braindump is when someone takes the official exam, memorizes as many questions as possible, and publishes them online.

近日，北京智源人工智能研究院（简称「智源研究院」）发布开源数据集InfoSeek，成为首个面向深度研究（Deep Research）场景的大规模开源数据集。 在这一工作中，智源研究团队揭示了深度研究问题与层级约束满足问题（Hierarchical Constraint Satisfaction Problem）之间的 ...

【新智元导读】在大模型走向深度研究的道路上，高质量数据一直是最大短板。近日，北京智源人工智能研究院发布首个面向深度研究的大规模开源数据集InfoSeek，并提出了创新性的「扩散-回溯」数据合成方法。基于5万条自动生成的高难度训练样本，智源仅用3B ...

Investopedia contributors come from a range of backgrounds, and over 25 years there have been thousands of expert writers and editors who have contributed. Toby Walters is a financial writer, investor ...