Convergence Analysis of PSO for Hyper-Parameter Selection in Deep Neural Networks. - Jakub Nalepa; Pablo Ribalta Lorenzo (3PGCIC, 2017)

Hands-Free Research Workflow. - Pablo Ribalta Lorenzo; Jakub Nalepa; Luciano Sánchez Ramos; José Ranilla Pastor (EASE, 2017)

Particle swarm optimization for hyper-parameter selection in deep neural networks. - Pablo Ribalta Lorenzo; Jakub Nalepa; Michal Kawulok; Luciano Sánchez Ramos; José Ranilla Pastor (GECCO, 2017)

Hyper-parameter selection in deep neural networks using parallel particle swarm optimization. - Pablo Ribalta Lorenzo; Jakub Nalepa; Luciano Sánchez Ramos; José Ranilla Pastor (GECCO (Companion), 2017)

Segmentation of Hyperspectral Images Using Quantized Convolutional Neural Networks. - Pablo Ribalta Lorenzo; Michal Marcinkiewicz; Jakub Nalepa (DSD, 2018)

Memetic evolution of deep neural networks. - Pablo Ribalta Lorenzo; Jakub Nalepa (GECCO, 2018)

Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets. - Michal Marcinkiewicz; Jakub Nalepa; Pablo Ribalta Lorenzo; Wojciech Dudzik; Grzegorz Mrukwa (BrainLes@MICCAI (2), 2018)

Band Selection from Hyperspectral Images Using Attention-based Convolutional Neural Networks. - Pablo Ribalta Lorenzo; Lukasz Tulczyjew; Michal Marcinkiewicz; Jakub Nalepa (CoRR, 2018)

Multi-modal U-Nets with Boundary Loss and Pre-training for Brain Tumor Segmentation. - Pablo Ribalta Lorenzo; Michal Marcinkiewicz; Jakub Nalepa (BrainLes@MICCAI (2), 2019)

Data Augmentation via Image Registration. - Jakub Nalepa; Marcin Cwiek; Wojciech Dudzik; Michal Kawulok; Michael P. Hayball; Grzegorz Mrukwa; Szymon Piechaczek; Pablo Ribalta Lorenzo; Michal Marcinkiewicz; Barbara Bobek-Billewicz; Pawel Wawrzyniak; Pawel Ulrych; et al. (ICIP, 2019)

Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks. - Pablo Ribalta Lorenzo; Jakub Nalepa; Barbara Bobek-Billewicz; Pawel Wawrzyniak; Grzegorz Mrukwa; Michal Kawulok; Pawel Ulrych; Michael P. Hayball (Comput. Methods Programs Biomed., 2019)

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. - Jakub Nalepa; Pablo Ribalta Lorenzo; Michal Marcinkiewicz; Barbara Bobek-Billewicz; Pawel Wawrzyniak; Maksym Walczak; Michal Kawulok; Wojciech Dudzik; Grzegorz Mrukwa; Pawel Ulrych; Michael P. Hayball (CoRR, 2019)

Hyperspectral Band Selection Using Attention-Based Convolutional Neural Networks. - Pablo Ribalta Lorenzo; Lukasz Tulczyjew; Michal Marcinkiewicz; Jakub Nalepa (IEEE Access, 2020)

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. - Jakub Nalepa; Pablo Ribalta Lorenzo; Michal Marcinkiewicz; Barbara Bobek-Billewicz; Pawel Wawrzyniak; Maksym Walczak; Michal Kawulok; Wojciech Dudzik; Krzysztof Kotowski; Izabela Burda; Bartosz Machura; Grzegorz Mrukwa; et al. (Artif. Intell. Medicine, 2020)

Towards resource-frugal deep convolutional neural networks for hyperspectral image segmentation. - Jakub Nalepa; Marek Antoniak; Michal Myller; Pablo Ribalta Lorenzo; Michal Marcinkiewicz (Microprocess. Microsystems, 2020)