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51. Multi-task learning in programmatic advertising
DOMEN VREŠ, 2023, master's thesis

Keywords: artificial intelligence, machine learning, multi-task learning, real-time bidding, viewability prediction, click-through rate prediction, conversion rate prediction, deep & cross network, cross-stitch layer, soft attention, uncertainty based loss weighing
Full text (file, 1,39 MB)

52. Convolutional neural networks combined with feature selection for radio-frequency fingerprinting
Gianmarco Baldini, Irene Amerini, Franc Dimc, Fausto Bonavitacola, 2023, original scientific article

Keywords: deep learning, feature selection, radio frequency, security, wireless communication
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53. HIDRA2
Marko Rus, Anja Fettich, Matej Kristan, Matjaž Ličer, 2023, original scientific article

Keywords: sea level modelling, deep learning, storm surges
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54. IPAD
Matej Vitek, Matic Bizjak, Peter Peer, Vitomir Štruc, 2023, original scientific article

Keywords: biometrics, sclera segmentation, ocular biometrics, ocular segmentation, model pruning, lightweight deep learning
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55. Deep reinforcement learning for target-driven robot navigation
Matej Dobrevski, 2024, doctoral dissertation

Keywords: deep learning, reinforcement learning, mobile robotics, navigation, obstacle avoidance.
Full text (file, 23,71 MB)

56. A global modeling framework for load forecasting in distribution networks
Miha Grabner, Yi Wang, Qingsong Wen, Boštjan Blažič, Vitomir Štruc, 2023, original scientific article

Keywords: load forecasting, distribution networks, predictive models, smart meter, global model, deep learning
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57. Mobiprox
Matevž Fabjančič, Octavian-Mihai Machidon, Hashim Sharif, Yifan Zhao, Saša Misailović, Veljko Pejović, 2024, original scientific article

Keywords: approximate computing, context-awareness, mobile deep learning, ubiquitous computing
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58. Deep learning for compressive sensing
Alina Luminita Machidon, Veljko Pejović, 2023, review article

Keywords: neural networks, deep learning, compressive sensing, ubiquitous computing
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59. Y-GAN
Marija Ivanovska, Vitomir Štruc, 2024, original scientific article

Keywords: anomaly detection, one-class learning, deep learning, disentangled data representations
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60. A new dataset and a distractor-aware architecture for transparent object tracking
Alan Lukežič, Žiga Trojer, Jiří Matas, Matej Kristan, 2024, original scientific article

Keywords: visual object tracking, tracking transparent objects, deep learning
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