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51. Mixed supervision for surface-defect detection
Jakob Božič, 2022, master's thesis

Keywords: deep learning, surface-defect detection, mixed supervision, anomaly detection, robustness
Full text (file, 44,43 MB)

52. Modeling cell-to-cell gene expression variability from DNA sequences
Patrik Kojanec, 2022, master's thesis

Keywords: scRNA-seq, gene expression variability, deep learning
Full text (file, 2,02 MB)

53. Cross-lingual word embeddings for knowledge transfer in less-represented languages
Tadej Škvorc, 2022, doctoral dissertation

Keywords: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings
Full text (file, 1,21 MB)

54. Cross-lingual transfer of resources and models for question answering
Lodi Dodevska, 2022, master's thesis

Keywords: question answering, cross-lingual transfer, information retrieval, deep learning, Macedonian language, transformer models
Full text (file, 959,65 KB)

55. Anonymization of Slovenian texts
Viktor Petreski, 2022, master's thesis

Keywords: text anonymization, Slovenian, de-identification, deep learning, transformer models
Full text (file, 719,07 KB)

56. Deep learning in neuroimaging data analysis
Lev Kiar Avberšek, Grega Repovš, 2022, original scientific article

Keywords: artificial intelligence, machine learning, deep learning, neuroimaging, neuroscience, data analysis, computational models, cognitive processes, learning, neural networks
Full text (file, 2,23 MB) This document has more files! More...

57. Deep reinforcement learning for map-less goal-driven robot navigation
Matej Dobrevski, Danijel Skočaj, 2021, original scientific article

Keywords: mobile robotics, reinforcement learning, navigation, deep learning
Full text (file, 1,41 MB) This document has more files! More...

58. Deep shape features for predicting future intracranial aneurysm growth
Žiga Bizjak, Franjo Pernuš, Žiga Špiclin, 2021, original scientific article

Keywords: intracranial aneurysm, growth prediction, vascular disease, deep learning, classification, morphological features
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59. SUPERFORMER
Marko Zeman, Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnić, 2023, original scientific article

Keywords: deep learning, continual learning, superposition, transformers
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60. Reconstructing superquadrics from intensity and color images
Darian Tomašević, Peter Peer, Franc Solina, Aleš Jaklič, Vitomir Štruc, 2022, original scientific article

Keywords: superquadrics, reconstruction, color images, deep learning, convolutional neural networks
Full text (file, 17,96 MB) This document has more files! More...
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