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@inproceedings{DBLP:conf/nldl/AdewumiBAPSLL22, author = {Tosin P. Adewumi and Rickard Br{\"{a}}nnvall and Nosheen Abid and Maryam Pahlavan and Sana Sabah Sabry and Foteini Liwicki and Marcus Liwicki}, title = {Sm{\aa}prat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6231}, doi = {10.7557/18.6231}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/AdewumiBAPSLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/Cardenas-Cartagena22, author = {Juan Cardenas{-}Cartagena and Mohamed Elnourani and Baltasar Beferull{-}Lozano}, title = {Forecasting Aquaponic Systems Behaviour With Recurrent Neural Networks Models}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6236}, doi = {10.7557/18.6236}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/Cardenas-Cartagena22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/ChristensenJHDD22, author = {Jakob L. Christensen and Patrick M{\o}ller Jensen and Morten Rieger Hannemose and Anders Bjorholm Dahl and Vedrana Andersen Dahl}, title = {LayeredCNN: Segmenting Layers with Autoregressive Models}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6254}, doi = {10.7557/18.6254}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/ChristensenJHDD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/CruzHH22, author = {Beatriz Garcia Santa Cruz and Andreas Husch and Frank Hertel}, title = {The effect of dataset confounding on predictions of deep neural networks for medical imaging}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6302}, doi = {10.7557/18.6302}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/CruzHH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/DagtekinD22, author = {Onatkut Dagtekin and Nina Dethlefs}, title = {Modelling Phytoplankton Behaviour in the North and Irish Sea with Transformer Networks}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6229}, doi = {10.7557/18.6229}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/DagtekinD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/DahlHBE22, author = {Fredrik A. Dahl and Marit Holden and Olav Brautaset and Line Eikvil}, title = {A mammography classification model trained from image labels only}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6244}, doi = {10.7557/18.6244}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/DahlHBE22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/DasLLPC22, author = {Sneha Das and Nicklas Leander Lund and Nicole Nadine L{\o}nfeldt and Anne Katrine Pagsberg and Line H. Clemmensen}, title = {Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource Languages}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6300}, doi = {10.7557/18.6300}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/DasLLPC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/DiezJSDMPP22, author = {Paula L{\'{o}}pez Diez and Kristine Aavild Juhl and Josefine Vilsb{\o}ll Sundgaard and Hassan Diab and J{\'{a}}n Margeta and Fran{\c{c}}ois Patou and Rasmus R. Paulsen}, title = {Deep Reinforcement Learning for Detection of Abnormal Anatomies}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6280}, doi = {10.7557/18.6280}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/DiezJSDMPP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/HansenLODDBCPIS22, author = {Bj{\o}rn Schreblowski Hansen and Mathias Micheelsen Lowes and Thomas {\O}rkild and Anders B. Dahl and Vedrana Andersen Dahl and Ole De Backer and Oscar Camara and Rasmus R. Paulsen and Christian Keilstrup Ingwersen and Kristine S{\o}rensen}, title = {SparseMeshCNN with Self-Attention for Segmentation of Large Meshes}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6281}, doi = {10.7557/18.6281}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/HansenLODDBCPIS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/LandsverkR22, author = {Marius Cervera Landsverk and Signe Riemer{-}S{\o}rensen}, title = {Mutual information estimation for graph convolutional neural networks}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6257}, doi = {10.7557/18.6257}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/LandsverkR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/LeiteritzBHP22, author = {Raphael Leiteritz and Patrick Buchfink and Bernard Haasdonk and Dirk Pfl{\"{u}}ger}, title = {Surrogate-data-enriched Physics-Aware Neural Networks}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6268}, doi = {10.7557/18.6268}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/LeiteritzBHP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/MartiBPAM22, author = {Miquel Mart{\'{\i}} and Sebastian Bujwid and Alessandro Pieropan and Hossein Azizpour and Atsuto Maki}, title = {An analysis of over-sampling labeled data in semi-supervised learning with FixMatch}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6269}, doi = {10.7557/18.6269}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/MartiBPAM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/MengYGE22, author = {Li Meng and Anis Yazidi and Morten Goodwin and Paal Engelstad}, title = {Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert Examples}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6237}, doi = {10.7557/18.6237}, timestamp = {Wed, 13 Nov 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/MengYGE22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/MocanuRC22, author = {Alexandru Mocanu and Benjamin Ricaud and Milos Cernak}, title = {Fast accuracy estimation of deep learning based multi-class musical source separation}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6241}, doi = {10.7557/18.6241}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/MocanuRC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/Morisot22, author = {Adrien Morisot}, title = {Add a SideNet to your MainNet}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6286}, doi = {10.7557/18.6286}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/Morisot22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/PedersenHMN22, author = {Malte Pedersen and Joakim Bruslund Haurum and Thomas B. Moeslund and Marianne Nyegaard}, title = {Re-Identification of Giant Sunfish using Keypoint Matching}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6234}, doi = {10.7557/18.6234}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/PedersenHMN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/PersiaO22, author = {Cosimo Persia and Ana Ozaki}, title = {Extracting Rules from Neural Networks with Partial Interpretations}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6301}, doi = {10.7557/18.6301}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/PersiaO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/RasmussenCB22, author = {Tobias Engelhardt Rasmussen and Line Katrine Harder Clemmensen and Andreas Baum}, title = {Compressing {CNN} Kernels for Videos Using Tucker Decompositions: Towards Lightweight {CNN} Applications}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6282}, doi = {10.7557/18.6282}, timestamp = {Fri, 08 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/RasmussenCB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/Romanova22, author = {Alex Romanova}, title = {Unsupervised Time Series Classification for Climate Data}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6250}, doi = {10.7557/18.6250}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/Romanova22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/SabathielSTP22, author = {Silvester Sabathiel and Trygve Solstad and Alberto Testolin and Flavio Petruzzellis}, title = {Self-Communicating Deep Reinforcement Learning Agents Develop External Number Representations}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6291}, doi = {10.7557/18.6291}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/SabathielSTP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/SarmadRL22, author = {Muhammad Sarmad and Leonardo Ruspini and Frank Lindseth}, title = {Photo-Realistic Continuous Image Super-Resolution with Implicit Neural Networks and Generative Adversarial Networks}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6285}, doi = {10.7557/18.6285}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/SarmadRL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/SchulzSP22, author = {Jonas Schulz and Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and Rafael Poyiadzi}, title = {Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6294}, doi = {10.7557/18.6294}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/SchulzSP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/ShaikhYZA22, author = {Sarang Shaikh and Sule Yildirim Yayilgan and Erjon Zoto and Mohamed Abomhara}, title = {Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6292}, doi = {10.7557/18.6292}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/ShaikhYZA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/TomasettiKEHK22, author = {Luca Tomasetti and Mahdieh Khanmohammadi and Kjersti Engan and Liv Jorunn H{\o}llesli and Kathinka D{\ae}hli Kurz}, title = {Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connection}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6223}, doi = {10.7557/18.6223}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/TomasettiKEHK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/TrierSLN22, author = {{\O}ivind Due Trier and Arnt{-}B{\o}rre Salberg and Ragnvald Larsen and Ole Torbj{\o}rn Nyvoll}, title = {Detection of forest roads in Sentinel-2 images using U-Net}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6246}, doi = {10.7557/18.6246}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/TrierSLN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/TukuljacRAC22, author = {Helena Peic Tukuljac and Benjamin Ricaud and Nicolas Aspert and Laurent Colbois}, title = {Learnable filter-banks for CNN-based audio applications}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6279}, doi = {10.7557/18.6279}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nldl/TukuljacRAC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/VermeerVMF22, author = {Martijn Vermeer and David V{\"{o}}lgyes and Malcolm McMillan and Daniele Fantin}, title = {CryoSat-2 waveform classification for melt event monitoring}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6284}, doi = {10.7557/18.6284}, timestamp = {Mon, 13 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/VermeerVMF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nldl/WangB22, author = {Zifu Wang and Matthew B. Blaschko}, title = {Optimizing Slimmable Networks for Multiple Target Platforms}, booktitle = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://doi.org/10.7557/18.6288}, doi = {10.7557/18.6288}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/WangB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/nldl/2022, title = {Proceedings of the 2022 Northern Lights Deep Learning Workshop, {NLDL} 2022, virtual, January 10-12, 2022}, publisher = {Septentrio Academic Publishing}, year = {2022}, url = {https://septentrio.uit.no/index.php/nldl/issue/view/540}, timestamp = {Wed, 08 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nldl/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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