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Grzegorz Stefański

2 accepted papers

2024

SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model

NeurIPS 2024poster

Consumer electronics used to follow the miniaturization trend described by Moore’s Law. Despite increased processing power in Microcontroller Units (MCUs), MCUs used in the smallest appliances are still not capable of running even moderately big, state-of-the-art artificial neural networks (ANNs) es…

Cited by 0SourcePDFScholar
2023

Short-Term Memory Convolutions

ICLR 2023poster

The real-time processing of time series signals is a critical issue for many real-life applications. The idea of real-time processing is especially important in audio domain as the human perception of sound is sensitive to any kind of disturbance in perceived signals, especially the lag between audi…

Cited by 2SourcePDFScholar