Tootfinder

#Agile Development was invented in the Soviet Union.

"Once you operationalize #management ideas in a real organization it necessarily should have differences from how it is operationalized elsewhere. As Deming said there are no effective simple recipes for management."

This https://arxiv.org/abs/2505.22086 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csAR_…

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs
High-Level Synthesis (HLS) serves as an agile hardware development tool that streamlines the circuit design by abstracting the register transfer level into behavioral descriptions, while allowing designers to customize the generated microarchitectures through optimization directives. However, the combinatorial explosion of possible directive configurations yields an intractable design space. Traditional design space exploration (DSE) methods, despite adopting heuristics or constructing predicti…

This https://arxiv.org/abs/2505.03071 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_ees…

The Search for Squawk: Agile Modeling in Bioacoustics
Passive acoustic monitoring (PAM) has shown great promise in helping ecologists understand the health of animal populations and ecosystems. However, extracting insights from millions of hours of audio recordings requires the development of specialized recognizers. This is typically a challenging task, necessitating large amounts of training data and machine learning expertise. In this work, we introduce a general, scalable and data-efficient system for developing recognizers for novel bioacoust…

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs
Runkai Li, Jia Xiong, Xi Wang
https://arxiv.org/abs/2505.22086 https://…

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs
High-Level Synthesis (HLS) serves as an agile hardware development tool that streamlines the circuit design by abstracting the register transfer level into behavioral descriptions, while allowing designers to customize the generated microarchitectures through optimization directives. However, the combinatorial explosion of possible directive configurations yields an intractable design space. Traditional design space exploration (DSE) methods, despite adopting heuristics or constructing predicti…