Optimizing Brownian heat engine with shortcut strategy.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.106.054108
Abstract: Shortcuts to isothermality provide a powerful method to speed up quasistatic thermodynamic processes within finite-time manipulation. We employ the shortcut strategy to design and optimize Brownian heat engines, and we formulate a geometric description of… read more here.
Keywords: shortcut strategy; shortcut; heat engines; brownian heat ... See more keywords
Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3193700
Abstract: When a learned model has high accuracy under familiar settings (internal testing) and a big drop in accuracy under slightly different circumstances (external testing) we suspect it is using shortcuts to make decisions. This problem… read more here.
Keywords: disease diagnosis; diagnosis; drop; shortcut ... See more keywords
An Information-Theoretic Method to Automatic Shortcut Avoidance and Domain Generalization for Dense Prediction Tasks.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3268640
Abstract: Deep convolutional neural networks for dense prediction tasks are commonly optimized using synthetic data, as generating pixel-wise annotations for real-world data is laborious. However, the synthetically trained models do not generalize well to real-world environments.… read more here.
Keywords: dense prediction; method; shortcut; prediction tasks ... See more keywords
Automatic Detection of Atrial Fibrillation Based on CNN-LSTM and Shortcut Connection
Sign Up to like & getrecommendations! Published in 2020 at "Healthcare"
DOI: 10.3390/healthcare8020139
Abstract: Atrial fibrillation (AF) is one of the most common persistent arrhythmias, which has a close connection to a large number of cardiovascular diseases. However, if spotted early, the diagnosis of AF can improve the effectiveness… read more here.
Keywords: atrial fibrillation; connection; shortcut connection; shortcut ... See more keywords