most citedHW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness

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cs.LG2023

Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

Julia Werner, Christoph Gerum, Moritz Reiber +2

This paper presents a method to efficiently classify the gastroenterologic section of images derived from Video Capsule Endoscopy (VCE) studies by exploring the combination of a Co…

cs.LG2022★ 1 cited

HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness

Dennis Rieber, Moritz Reiber, Oliver Bringmann +1

The process of optimizing the latency of DNN operators with ML models and hardware-in-the-loop, called auto-tuning, has established itself as a pervasive method for the deployment…