Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damageby Xuyang Li, Hamed Bolandi,…
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddingsby Junlong Liu, Xichen Shang, Huawen Feng,…
Generative Probabilistic Time Series Forecasting and Applications in Grid Operationsby Xinyi Wang, Lang Tong, Qing…
Neural Network Diffusionby Kai Wang, Dongwen Tang, Boya Zeng, Yida Yin, Zhaopan Xu, Yukun Zhou,…
Generating Survival Interpretable Trajectories and Databy Andrei V. Konstantinov, Stanislav R. Kirpichenko, Lev V. UtkinFirst…
Self-evolving Autoencoder Embedded Q-Networkby J. Senthilnath, Bangjian Zhou, Zhen Wei Ng, Deeksha Aggarwal, Rajdeep Dutta,…
Ransomware detection using stacked autoencoder for feature selectionby Mike Nkongolo, Mahmut TokmakFirst submitted to arxiv…
Machine Learning based Prediction of Ditching Loadsby Henning Schwarz, Micha Überrück, Jens-Peter M. Zemke, Thomas…
Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scaleby Yangxin Fan, Raymond Wieser, Laura…
UGMAE: A Unified Framework for Graph Masked Autoencodersby Yijun Tian, Chuxu Zhang, Ziyi Kou, Zheyuan…