Deep learning velocity signals allows to quantify turbulence intensity
Alessandro Corbetta, Vlado Menkovski, Roberto Benzi, Federico Toschi (2019) "Deep learning velocity signals allows to quantify turbulence intensity"
Selected publications
2019
Detection of pre-microRNA with Convolutional Neural Networks
Jorge Cordero, Vlado Menkovski, Jens Allmer (2019) "Detection of pre-microRNA with Convolutional Neural Networks"
Classification of tokamak plasma confinement states with convolutional recurrent neural networks
F. Matos, V. Menkovski, F. Felici, A. Pau, F. Jenko (the TCV Team and the EUROfusion MST1 Team) (2019) "Classification of tokamak plasma confinement states w...
Diffusion Variational Autoencoders
Rey, L.A., Menkovski, V., & Portegies, J.W. (2019). Diffusion Variational Autoencoders. ArXiv, abs/1901.08991.
Anomaly detection for visual quality control of 3D-printed products
Tonnaer, L., Li, J., Osin, V., Holenderski, M., & Menkovski, V. (2019, July). Anomaly detection for visual quality control of 3D-printed products. In 2019 In...
Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning
Niels Hellinga, Vlado Menkovski (2019) "Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning"
StampNet unsupervised multi-class object discovery
Visser, J., Corbetta, A., Menkovski, V., & Toschi, F. (2019). StampNet unsupervised multi-class object discovery. arXiv preprint arXiv:1902.02693.
2018
Shunting trains with deep reinforcement learning
Peer, Evertjan, et al. "Shunting trains with deep reinforcement learning." 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, 2...
Evolutionary Construction of Convolutional Neural Networks
van Knippenberg, M., Menkovski, V., & Consoli, S. (2018, September). Evolutionary Construction of Convolutional Neural Networks. In International Conference ...
2017
Weakly supervised training of deep convolutional neural networks for overhead pedestrian localization in depth fields
Corbetta, Alessandro, Vlado Menkovski, and Federico Toschi. "Weakly supervised training of deep convolutional neural networks for overhead pedestrian localiz...
Towards a neural language model for signature extraction from forensic logs
Thaler, Stefan, Vlado Menkonvski, and Milan Petkovic. "Towards a neural language model for signature extraction from forensic logs." Digital Forensic and Sec...
2016
Understanding Anatomy Classification Through Visualization
Kumar, Devinder, and Vlado Menkovski. "Understanding Anatomy Classification Through Visualization." arXiv preprint arXiv:1611.06284 (2016).