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1. Improving convolutional neural networks performance for image classification using test time augmentation
Ibrahem Kandel, Mauro Castelli, 2021, original scientific article

Keywords: image classification, convolutional neural networks, transfer learning, test time 29 augmentation, deep learning, ensemble learning
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2. Comparing stacking ensemble techniques to improve musculoskeletal fracture image classification
Ibrahem Kandel, Mauro Castelli, Aleš Popovič, 2021, original scientific article

Keywords: neuroscience, deep learning, image classification, stacking, ensemble learning, convolutional neural networks, transfer learning, medical images
Full text (file, 1,12 MB) This document has more files! More...

3. Deep Inference Optimization for Real-Time Edge Deployment on Microcontrollers
Angela Nikodinovska, 2024, master's thesis/paper

Keywords: edge AI, image classification, neural networks, deep learning, microcontrollers
Full text (file, 7,53 MB)

4. Simulation- and AI-directed optimization of 4,6-substituted 1,3,5-triazin-2(1H)-ones as inhibitors of human DNA topoisomerase IIα
Barbara Herlah, Tjaša Goričan, Nika Strašek Benedik, Simona Golič Grdadolnik, Izidor Sosič, Andrej Perdih, 2024, original scientific article

Keywords: molecular design, molecular simulations, deep learning, human DNA, topoisomerase IIα, catalytic inhibitors, anticancer agents
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5. Assessing accuracy and consistency in intracranial aneurysm sizing
Andrej Planinc, Nina Špegel, Zala Podobnik, Uroš Šinigoj, Petra Skubic, June Ho Choi, Wonhyoung Park, Tina Robič, Nika Tabor, Leon Jarabek, Žiga Špiclin, Žiga Bizjak, 2024, original scientific article

Keywords: intrarater variability, interrater variability, deep learning, intracranial aneurysms
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6. Deep learning for detection of visible land boundaries from UAV imagery
Bujar Fetai, Matej Račič, Anka Lisec, 2021, original scientific article

Keywords: geodesy, land, cadastral mapping, visible boundary, UAV, deep learning
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7. Color palette generation with Conditional Generative Adversarial Networks
SERGEI BURYKIN, 2021, undergraduate thesis

Keywords: Artificial Intelligence, Deep Learning, Generative Adversarial Networks
Full text (file, 935,97 KB)

8. Kompozicionalni hierarhični model za pridobivanje informacij iz glasbe
Matevž Pesek, 2018, doctoral dissertation

Keywords: music information retrieval, deep learning architectures, automated chord estimation, multiple fundamental frequency estimation, pattern discovery, rhythm modeling
Full text (file, 6,00 MB)

9. An experimental evaluation of adversarial examples and methods of defense
Jaka Šircelj, 2019, master's thesis/paper

Keywords: adversarial examples, neural networks, deep learning, image classification
Full text (file, 2,67 MB)

10. Detection of Parkinson's disease symptoms based on wearable sensors
ANDREJ PETRUSHEVSKI, 2019, bachelor thesis/paper

Keywords: wearable sensors, Parkinson's disease, deep learning
Full text (file, 1,12 MB)
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