NSC measures neural architecture capacity directly from network specifications, without data, gradients, or model instantiation. Its additive structure enables exact architecture optimization under resource budgets in seconds on a CPU.
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Course notes & materials based on my CityU MSc CS journey. Includes study notes from 10 courses and resources shared by peers. Hope it helps fellow students — Star & PRs welcome. 基于香港城市大学 MSc CS 修课经历整理的课程笔记与资料。收录 10 门课程的学习沉淀,以及课程社群中同学们分享的资料。希望能帮到同样在学的同学,欢迎 Star 与 PR。
A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use
Architecture search beyond the search space: an LLM writes architecture programs, population-based evolution decides which survive. Reference code + 171-architecture zoo for native spiking sequence models.
Beamer template for CIty University of Hong Kong (Unofficial)