Regularized adversarial learning for normalization of multi-batch untargeted metabolomics data. [PDF]
Bioinformatics, 2023 Dmitrenko A, Reid M, Zamboni N.
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Uncertainty Calibration in Molecular Machine Learning: Comparing Evidential and Ensemble Approaches
Chemistry – A European Journal, EarlyView.Raw uncertainty estimates from deep evidential regression and deep ensembles are systematically miscalibrated. Post hoc calibration aligns predicted uncertainty with true errors, improving reliability and enabling efficient active learning and reducing computational cost while preserving predictive accuracy.
Bidhan Chandra Garain +3 more
wiley +1 more source
Generative Adversarial Networks for High-Dimensional Item Factor Analysis: A Deep Adversarial Learning Algorithm. [PDF]
PsychometrikaLuo N, Ji F.
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Defending the Defender: Adversarial Learning Based Defending Strategy for Learning Based Security Methods in Cyber-Physical Systems (CPS). [PDF]
Sensors (Basel), 2023 Sheikh ZA +3 more
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Conflict Resolution Quarterly, EarlyView.ABSTRACT This case study presents a project in which peacebuilding dialogue methodologies were adapted for use in municipal‐level dialogue sessions that took place in Calgary, Canada in late 2022 and early 2023. The authors found that using this approach built trust among cross‐sectoral participants and facilitators, resulted in greater diversity ...
Aleem Bharwani, Josh Nadeau
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DAST-GAN: An Adversarial Learning Multimodal Sentiment Analysis Model Based on Dynamic Attention and Spatio-Temporal Fusion. [PDF]
Sensors (Basel)Tan W, Zhang B.
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Convolutional autoencoder joint boundary and mask adversarial learning for fundus image segmentation. [PDF]
Front Hum Neurosci, 2022 Zhang X, Song J, Wang C, Zhou Z.
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Deep Underground Science and Engineering, EarlyView.How artificial intelligence (AI) and digital twin (DT) technologies are revolutionizing tunnel surveillance, offering proactive maintenance strategies and enhanced safety protocols. It explores AI's analytical power and DT's virtual replicas of infrastructure, emphasizing their role in optimizing maintenance and safety in tunnel management.
Mohammad Afrazi +4 more
wiley +1 more source
Underwater Image Enhancement Using a Diffusion Model with Adversarial Learning. [PDF]
J ImagingDing X, Chen X, Sui Y, Wang Y, Zhang J.
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Cross-Sensor Fingerprint Enhancement Using Adversarial Learning and Edge Loss. [PDF]
Sensors (Basel), 2022 Alotaibi A +4 more
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