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Papers matching “unsupervised learning” 19

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Unsupervised learning and clustered connectivity enhance reinforcement learning in spiking neural networks
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

Philipp Weidel, Renato Duarte, Abigail Morrison

1

citations
Mutual information for unsupervised deep learning image registration
2020 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent

Bob D. de Vos, Bas van der Velden, Jörg Sander, Kenneth G. A. Gilhuijs, Marius Staring, Ivana Išgum

35

citations
Nonlinear Identification Modeling for PCCI Engine Emissions Prediction Using Unsupervised Learning and Neural Networks
2020 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies

Pan Wang, Metin Korkmaz, Joachim Beeckmann, Heinz G. Pitsch

9

citations
Bayesian Unsupervised Machine Learning Approach to Segment Arctic Sea Ice from SMOS
2020 preprint Earth and Planetary Sciences Arctic and Antarctic ice dynamics Open access

Christoph Herbert, Adriano Camps, Florian Wellmann, Merce Vall-llossera

0

citations
A Study on Deep Learning for Latency Constraint Applications in Beyond 5G Wireless Systems
2020 IEEE Access article Engineering Advanced Wireless Network Optimization Open access

Suren Sritharan, Harshana Weligampola, Haris Gacanin

22

citations
Deep Learning based Algorithms in Astroparticle Physics
2020 Journal of Physics Conference Series conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Martin Erdmann, Jonas Glombitza

3

citations
Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function
2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access cited by 2 patents

Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C. H. J. van Ham, Angel Manuel Gomez, Marcel J. T. Reinders

137

citations
On the convergence of projective-simulation–based reinforcement learning in Markov decision processes
2020 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Hans J. Briegel

16

citations
When and Why is Unsupervised Neural Machine Translation Useless?
2020 arXiv (Cornell University) preprint Computer Science Natural Language Processing Techniques Open access

Yunsu Kim

10

citations
UNSUPERVISED SEGMENTATION OF INDOOR 3D POINT CLOUD: APPLICATION TO OBJECT-BASED CLASSIFICATION
2020 The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences article Engineering 3D Shape Modeling and Analysis Open access

Florent Poux, Christian Mattes, Leif P. Kobbelt

42

citations
Reinforced sorting networks for particle physics analyses
2020 Journal of Physics Conference Series conference-paper Physics and Astronomy Particle physics theoretical and experimental studies Open access

Martin Erdmann, D. Noll

1

citations
Real-time segmentation for tomographic imaging
2020 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) conference-paper Computer Science Medical Image Segmentation Techniques Open access

Richard Schoonhoven, Jan‐Willem Buurlage, Daniël M. Pelt, Kees Joost Batenburg

2

citations
Digitale Histopathologie
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science AI in cancer detection Open access

Daniel Bug

0

citations
Making a Case for 3D Convolutions for Object Segmentation in Videos
2020 British Machine Vision Conference (BMVC) conference-paper Computer Science Visual Attention and Saliency Detection

Sabarinath Mahadevan, Ali Athar, Aljoša Ošep, Laura Leal-Taixé, Bastian Leibe, Sebastian Hennen

31

citations
Robust, reproducible clinical patterns in hospitalised patients with COVID-19
2020 medRxiv preprint Medicine COVID-19 Clinical Research Studies Open access

Jonathan Edward Millar, Lucile P. A. Neyton, Sohan Seth, Jake W Dunning, Laura Merson, Srinivas Murthy, +12 more

16

citations
End-to-End Neural Word Alignment Outperforms GIZA++
2020 Annual Meeting of the Association for Computational Linguistics (ACL) conference-paper Computer Science Natural Language Processing Techniques Open access cited by 3 patents

Thomas Zenkel, Joern Wuebker, John DeNero

62

citations
Unveiling the rarest morphologies of the LOFAR Two-metre Sky Survey radio source population with self-organised maps
2020 Astronomy and Astrophysics article Physics and Astronomy Radio Astronomy Observations and Technology Open access

44

citations
Making a Case for 3D Convolutions for Object Segmentation in Videos
2020 arXiv (Cornell University) preprint Computer Science Visual Attention and Saliency Detection Open access

Sabarinath Mahadevan, Ali Athar, Aljoša Ošep, Sebastian Hennen, Laura Leal-Taixé, Bastian Leibe

4

citations
PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models
2020 IEEE Transactions on Visualization and Computer Graphics article Engineering 3D Shape Modeling and Analysis Open access cited by 2 patents

Lin Gao, Lingxiao Zhang, Hsien-Yu Meng, Yihui Ren, Yu‐Kun Lai, Leif P. Kobbelt

55

citations

19 results