|
|
63. A new dataset and a distractor-aware architecture for transparent object trackingAlan Lukežič, Žiga Trojer, Jiří Matas, Matej Kristan, 2024, original scientific article Keywords: visual object tracking, tracking transparent objects, deep learning, distractors Full text (file, 4,70 MB) This document has more files! More... |
64. Extensive T1-weighted MRI preprocessing improves generalizability of deep brain age prediction modelsLara Dular, Franjo Pernuš, Žiga Špiclin, 2024, original scientific article Keywords: magnetic resonance imaging, brain age prediction, image preprocessing, deep model regression, comparative study, quantitative evaluation, brain age, MRI preprocessing, deep regression models, linear mixed effect models, dataset bias, transfer learning, reproducible research, UK Biobank Full text (file, 4,29 MB) This document has more files! More... |
65. Machine learning heralding a new development phase in molecular dynamics simulationsEva Prašnikar, Martin Ljubič, Andrej Perdih, Jure Borišek, 2024, review article Keywords: molecular dynamics simulations, machine learning, deep learning, artificial intelligence Full text (file, 4,40 MB) This document has more files! More... |
66. Deep Face DecoderJanez Križaj, Richard O. Plesh, Mahesh Banavar, Stephanie Schuckers, Vitomir Štruc, 2024, original scientific article Keywords: deep face templates, template inversion, face recognition, deep learning, explainability, interpretability Full text (file, 6,68 MB) This document has more files! More... |
|
68. Adaptive data-driven subsampling for efficient neural network inferenceAlina Luminita Machidon, Veljko Pejović, 2024, original scientific article Keywords: nonuniform sampling, compressive sensing, deep learning, EEG classification, speech recognition, image classification Full text (file, 741,96 KB) This document has more files! More... |
69. HaN-SegGašper Podobnik, Bulat Ibragimov, Elias Tappeiner, Chanwoong Lee, Jin Sung Kim, Zacharia Mesbah, Romain Modzelewski, Yihao Ma, Fan Yang, Mikołaj Rudecki, Marek Wodziński, Primož Peterlin, Primož Strojan, Tomaž Vrtovec, 2024, original scientific article Keywords: computational challenge, segmentation, deep learning, organs-at-risk, computed tomography, magnetic resonance, radiotherapy, head and neck cancer Full text (file, 1,84 MB) This document has more files! More... |
70. Dimensionality expansion for motif recognition in time series dataBlaž Bertalanič, 2024, doctoral dissertation Keywords: time series classification, dimensionality expansion, deep learning, time series imaging, graph neural networks, time series to graph transformation, wireless anomaly detection, non-intrusive load monitoring, appliance classification, anomaly classification. Full text (file, 22,03 MB) |