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31. Adaptive graph neural network training objective for link prediction
TIM POŠTUVAN, 2021, undergraduate thesis

Keywords: machine learning, meta-learning, link prediction, graph neural networks, training objective
Full text (file, 1,23 MB)

32. Computer vision on embedded devices for natural user interfaces
MARK JUVAN, 2021, undergraduate thesis

Keywords: DepthAI, embedded computer vision, convolutional neural networks, human-computer interaction, gestures
Full text (file, 9,51 MB)

33. The use of neural networks and deep learning in insurance
Maja Furlan, 2021, master's thesis

Keywords: insurance, neuroscience, neural networks, artificial intelligence, learning, training, programmes, software, case study, Zavarovalnica Triglav, Generali
Full text (outside link)

34. Analysis of Methods for Few-shot Semantic Segmentation
Marko Rus, 2021, master's thesis

Keywords: computer vision, deep learning, convolutional neural networks, semantic segmentation, few-shot learning, evaluation protocol
Full text (file, 20,75 MB)

35. Estimation of alpine skier posture using machine learning techniques
Bojan Nemec, Tadej Petrič, Jan Babič, Matej Supej, 2014, original scientific article

Keywords: alpine skiing, GNSS measurements, Inertial Measurement Unit (IMU) measurements, statistical models, LWPR, neural networks
Full text (file, 3,84 MB) This document has more files! More...

36. k-Same-Net
Blaž Meden, Žiga Emeršič, Vitomir Štruc, Peter Peer, 2018, original scientific article

Keywords: face deidentification, generative neural networks, k-Same algorithm
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37. Study of Spiking Hebbian Memory Networks for implementation on the Neuromorphic chip Loihi
ALEN PREMK, 2021, master's thesis/paper

Keywords: Hebbian plasticity, Neuromorphic, Loihi, Spiking Neural Networks
Full text (file, 3,94 MB)

38. Fault diagnosis of rotation vector reducer for industrial robot based on a convolutional neural network
Shuai Yang, Xing Luo, Chuan Li, 2021, original scientific article

Keywords: fault diagnosis, convolutional neural networks, RV reducers
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39. Visual ear detection and recognition in unconstrained environments
Žiga Emeršič, 2021, doctoral dissertation

Keywords: ear recognition, ear detection, deep neural networks, unconstrained environment
Full text (file, 39,02 MB)

40. Centre of pressure estimation during walking using only inertial-measurement units and end-to-end statistical modelling
Janez Podobnik, David Kraljić, Matjaž Zadravec, Marko Munih, 2020, original scientific article

Keywords: gait analysis, inertial measurement units, gait model, estimation of centre of pressure, artificial neural networks, wearable sensors, balance, rehabilitation
Full text (file, 1,55 MB) This document has more files! More...
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