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@inproceedings{DBLP:conf/icann/AxenieK20,
author = {Cristian Axenie and
Daria Kurz},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Tumor Characterization Using Unsupervised Learning of Mathematical
Relations Within Breast Cancer Data},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {838--849},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_67},
doi = {10.1007/978-3-030-61616-8\_67},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/AxenieK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BarbierTT20,
author = {Thomas Barbier and
C{\'{e}}line Teuli{\`{e}}re and
Jochen Triesch},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Unsupervised Learning of Spatio-Temporal Receptive Fields from an
Event-Based Vision Sensor},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {622--633},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_50},
doi = {10.1007/978-3-030-61616-8\_50},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/BarbierTT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BauckhageRS20,
author = {Christian Bauckhage and
Rajkumar Ramamurthy and
Rafet Sifa},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Hopfield Networks for Vector Quantization},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {192--203},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_16},
doi = {10.1007/978-3-030-61616-8\_16},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/BauckhageRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BernardHG20,
author = {Yann Bernard and
Nicolas Hueber and
Bernard Girau},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {A Fast Algorithm to Find Best Matching Units in Self-Organizing Maps},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {825--837},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_66},
doi = {10.1007/978-3-030-61616-8\_66},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/BernardHG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BouazzaBCT20,
author = {Fatima Ezzahraa Ben Bouazza and
Youn{\`{e}}s Bennani and
Gu{\'{e}}na{\"{e}}l Cabanes and
Abdelfettah Touzani},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Collaborative Clustering Through Optimal Transport},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {873--885},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_70},
doi = {10.1007/978-3-030-61616-8\_70},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/BouazzaBCT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BougieI20,
author = {Nicolas Bougie and
Ryutaro Ichise},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Exploration via Progress-Driven Intrinsic Rewards},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {269--281},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_22},
doi = {10.1007/978-3-030-61616-8\_22},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/BougieI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BursteinW20,
author = {Will Burstein and
John Wilmes},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Obstacles to Depth Compression of Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {104--115},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_9},
doi = {10.1007/978-3-030-61616-8\_9},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/BursteinW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Chen0XLC20,
author = {Siang Chen and
Kai Huang and
Dongliang Xiong and
Bowen Li and
Luc Claesen},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Fine-Grained Channel Pruning for Deep Residual Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {3--14},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_1},
doi = {10.1007/978-3-030-61616-8\_1},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Chen0XLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ChenJZWL20,
author = {Song Chen and
Junpeng Jiang and
Xiaofang Zhang and
Jin{-}Jin Wu and
Gongzheng Lu},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {GAN-Based Planning Model in Deep Reinforcement Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {323--334},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_26},
doi = {10.1007/978-3-030-61616-8\_26},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ChenJZWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ConradJ20,
author = {Mireille Conrad and
Renaud B. Jolivet},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Modelling Neuromodulated Information Flow and Energetic Consumption
at Thalamic Relay Synapses},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {649--658},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_52},
doi = {10.1007/978-3-030-61616-8\_52},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ConradJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/DingYLJL20,
author = {Zhengping Ding and
Chen Yan and
Chunli Liu and
Jianrui Ji and
Yezheng Liu},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Short Text Processing for Analyzing User Portraits: {A} Dynamic Combination},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {733--745},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_59},
doi = {10.1007/978-3-030-61616-8\_59},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/DingYLJL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/DupontKSRP20,
author = {Guillaume Dupont and
Ekaterina Kalinicheva and
J{\'{e}}r{\'{e}}mie Sublime and
Florence Rossant and
Michel P{\^{a}}ques},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Unsupervised Change Detection Using Joint Autoencoders for Age-Related
Macular Degeneration Progression},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {813--824},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_65},
doi = {10.1007/978-3-030-61616-8\_65},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/DupontKSRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GepperthP20,
author = {Alexander Gepperth and
Benedikt Pf{\"{u}}lb},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {A Rigorous Link Between Self-Organizing Maps and Gaussian Mixture
Models},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {863--872},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_69},
doi = {10.1007/978-3-030-61616-8\_69},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GepperthP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GruningMB20,
author = {Philipp Gr{\"{u}}ning and
Thomas Martinetz and
Erhardt Barth},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {79--91},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_7},
doi = {10.1007/978-3-030-61616-8\_7},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/GruningMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GuoHWS20,
author = {Ziyue Guo and
Hongxu Hou and
Nier Wu and
Shuo Sun},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Neural Machine Translation Based on Improved Actor-Critic Method},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {346--357},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_28},
doi = {10.1007/978-3-030-61616-8\_28},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GuoHWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HanTLKL20,
author = {Xiaoxu Han and
Hongyao Tang and
Yuan Li and
Guang Kou and
Leilei Liu},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Improving Multi-agent Reinforcement Learning with Imperfect Human
Knowledge},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {369--380},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_30},
doi = {10.1007/978-3-030-61616-8\_30},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HanTLKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HeidenMH20,
author = {Tessa van der Heiden and
Florian Mirus and
Herke van Hoof},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Social Navigation with Human Empowerment Driven Deep Reinforcement
Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {395--407},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_32},
doi = {10.1007/978-3-030-61616-8\_32},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HeidenMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HolasF20,
author = {Juraj Holas and
Igor Farkas},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Adaptive Skill Acquisition in Hierarchical Reinforcement Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {383--394},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_31},
doi = {10.1007/978-3-030-61616-8\_31},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HolasF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HuM20,
author = {Ting Hu and
Christoph Meinel},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Text Generation in Discrete Space},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {721--732},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_58},
doi = {10.1007/978-3-030-61616-8\_58},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HuM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/JungiewiczS20,
author = {Michal Jungiewicz and
Aleksander Smywinski{-}Pohl},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Data Augmentation for Sentiment Analysis in English - The Online Approach},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {584--595},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_47},
doi = {10.1007/978-3-030-61616-8\_47},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/JungiewiczS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KerzelSSW20,
author = {Matthias Kerzel and
Josua Spisak and
Erik Strahl and
Stefan Wermter},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Neuro-Genetic Visuomotor Architecture for Robotic Grasping},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {533--545},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_43},
doi = {10.1007/978-3-030-61616-8\_43},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KerzelSSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KisselGD20,
author = {Matthias Kissel and
Martin Gottwald and
Klaus Diepold},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Neural Network Training with Safe Regularization in the Null Space
of Batch Activations},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {217--228},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_18},
doi = {10.1007/978-3-030-61616-8\_18},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KisselGD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KopitkovI20,
author = {Dmitry Kopitkov and
Vadim Indelman},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Neural Spectrum Alignment: Empirical Study},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {168--179},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_14},
doi = {10.1007/978-3-030-61616-8\_14},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/KopitkovI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LaiHL20,
author = {Kwun Ping Lai and
Jackie Chun{-}Sing Ho and
Wai Lam},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Cross-Domain Sentiment Classification Using Topic Attention and Dual-Task
Adversarial Training},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {571--583},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_46},
doi = {10.1007/978-3-030-61616-8\_46},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LaiHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiCGOWZ20,
author = {Yajie Li and
Yiqiang Chen and
Yang Gu and
Jianquan Ouyang and
Jiwei Wang and
Ni Zeng},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {A Lightweight Fully Convolutional Neural Network of High Accuracy
Surface Defect Detection},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {15--26},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_2},
doi = {10.1007/978-3-030-61616-8\_2},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LiCGOWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiWW20,
author = {Mengdi Li and
Cornelius Weber and
Stefan Wermter},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Neural Networks for Detecting Irrelevant Questions During Visual Question
Answering},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {786--797},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_63},
doi = {10.1007/978-3-030-61616-8\_63},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiYB20,
author = {Jia Li and
Zhaolin Yuan and
Xiaojuan Ban},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {An Improved Reinforcement Learning Based Heuristic Dynamic Programming
Algorithm for Model-Free Optimal Control},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {282--294},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_23},
doi = {10.1007/978-3-030-61616-8\_23},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiYB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LimbergGWR20,
author = {Christian Limberg and
Jan Philip G{\"{o}}pfert and
Heiko Wersing and
Helge J. Ritter},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Prototype-Based Online Learning on Homogeneously Labeled Streaming
Data},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {204--213},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_17},
doi = {10.1007/978-3-030-61616-8\_17},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LimbergGWR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LinD20,
author = {Xianghong Lin and
Pangao Du},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Spike-Train Level Unsupervised Learning Algorithm for Deep Spiking
Belief Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {634--645},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_51},
doi = {10.1007/978-3-030-61616-8\_51},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LinD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiuLZS20,
author = {Junyu Liu and
Xiang Li and
Jiqiang Zhou and
Jianxiong Shen},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Prediction Stability as a Criterion in Active Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {157--167},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_13},
doi = {10.1007/978-3-030-61616-8\_13},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LiuLZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LymburnJS20,
author = {Thomas Lymburn and
Thomas J{\"{u}}ngling and
Michael Small},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Quantifying Robustness and Capacity of Reservoir Computers with Consistency
Profiles},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {447--458},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_36},
doi = {10.1007/978-3-030-61616-8\_36},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LymburnJS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MaZJ20,
author = {Yinglong Ma and
Jingpeng Zhao and
Beihong Jin},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {A Hierarchical Fine-Tuning Approach Based on Joint Embedding of Words
and Parent Categories for Hierarchical Multi-label Text Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {746--757},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_60},
doi = {10.1007/978-3-030-61616-8\_60},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/MaZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Matheron0S20,
author = {Guillaume Matheron and
Nicolas Perrin and
Olivier Sigaud},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {{PBCS:} Efficient Exploration and Exploitation Using a Synergy Between
Reinforcement Learning and Motion Planning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {295--307},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_24},
doi = {10.1007/978-3-030-61616-8\_24},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Matheron0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Matheron0S20a,
author = {Guillaume Matheron and
Nicolas Perrin and
Olivier Sigaud},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Understanding Failures of Deterministic Actor-Critic with Continuous
Action Spaces and Sparse Rewards},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {308--320},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_25},
doi = {10.1007/978-3-030-61616-8\_25},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Matheron0S20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MeierHR20,
author = {Martin Meier and
Robert Haschke and
Helge J. Ritter},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {From Geometries to Contact Graphs},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {546--555},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_44},
doi = {10.1007/978-3-030-61616-8\_44},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MeierHR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MushaDSS20,
author = {Akane Musha and
Manabu Daihara and
Hiroki Shigemune and
Hideyuki Sawada},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Morphological Computation of Skin Focusing on Fingerprint Structure},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {470--481},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_38},
doi = {10.1007/978-3-030-61616-8\_38},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/MushaDSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MyojinHI20,
author = {Tomoyuki Myojin and
Shintaro Hashimoto and
Naoki Ishihama},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Detecting Uncertain {BNN} Outputs on {FPGA} Using Monte Carlo Dropout
Sampling},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {27--38},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_3},
doi = {10.1007/978-3-030-61616-8\_3},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/MyojinHI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OkumuraW20,
author = {Yuta Okumura and
Naoki Wakamiya},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Analysis of Reservoir Structure Contributing to Robustness Against
Structural Failure of Liquid State Machine},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {435--446},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_35},
doi = {10.1007/978-3-030-61616-8\_35},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/OkumuraW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OstrauHKT020,
author = {Christoph Ostrau and
Jonas Dominik Homburg and
Christian Klarhorst and
Michael Thies and
Ulrich R{\"{u}}ckert},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {610--621},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_49},
doi = {10.1007/978-3-030-61616-8\_49},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/OstrauHKT020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OtsuzukiHZU20,
author = {Takato Otsuzuki and
Hideaki Hayashi and
Yuchen Zheng and
Seiichi Uchida},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Regularized Pooling},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {241--254},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_20},
doi = {10.1007/978-3-030-61616-8\_20},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/OtsuzukiHZU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PeregoCAP20,
author = {Riccardo Perego and
Antonio Candelieri and
Francesco Archetti and
Danilo Pau},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Tuning Deep Neural Network's Hyperparameters Constrained to Deployability
on Tiny Systems},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {92--103},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_8},
doi = {10.1007/978-3-030-61616-8\_8},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/PeregoCAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Qian0XJSY20,
author = {Tangwen Qian and
Fei Wang and
Yongjun Xu and
Yu Jiang and
Tao Sun and
Yong Yu},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {{CABIN:} {A} Novel Cooperative Attention Based Location Prediction
Network Using Internal-External Trajectory Dependencies},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {521--532},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_42},
doi = {10.1007/978-3-030-61616-8\_42},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Qian0XJSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthySLB20,
author = {Rajkumar Ramamurthy and
Rafet Sifa and
Max L{\"{u}}bbering and
Christian Bauckhage},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Guided Reinforcement Learning via Sequence Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {335--345},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_27},
doi = {10.1007/978-3-030-61616-8\_27},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthySLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RiccioDJFN20,
author = {Salvatore Danilo Riccio and
Deyan Dyankov and
Giorgio Jansen and
Giuseppe Di Fatta and
Giuseppe Nicosia},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Pareto Multi-task Deep Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {132--141},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_11},
doi = {10.1007/978-3-030-61616-8\_11},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RiccioDJFN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RoderENW20,
author = {Frank R{\"{o}}der and
Manfred Eppe and
Phuong D. H. Nguyen and
Stefan Wermter},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Curious Hierarchical Actor-Critic Reinforcement Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {408--419},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_33},
doi = {10.1007/978-3-030-61616-8\_33},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RoderENW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RuizAD20,
author = {Carlos Ruiz and
Carlos M. Ala{\'{\i}}z and
Jos{\'{e}} R. Dorronsoro},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Convex Graph Laplacian Multi-Task Learning {SVM}},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {142--154},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_12},
doi = {10.1007/978-3-030-61616-8\_12},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RuizAD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RuizGJM20,
author = {Miguel A. Atencia Ruiz and
Claudio Gallicchio and
Gonzalo Joya and
Alessio Micheli},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Time Series Clustering with Deep Reservoir Computing},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {482--493},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_39},
doi = {10.1007/978-3-030-61616-8\_39},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/RuizGJM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SedlmeierMIL20,
author = {Andreas Sedlmeier and
Robert M{\"{u}}ller and
Steffen Illium and
Claudia Linnhoff{-}Popien},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Policy Entropy for Out-of-Distribution Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {420--431},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_34},
doi = {10.1007/978-3-030-61616-8\_34},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SedlmeierMIL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ShuklaPSG20,
author = {Shashwat Shukla and
Rohan Pathak and
Vivek Saraswat and
Udayan Ganguly},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Adaptive Chemotaxis for Improved Contour Tracking Using Spiking Neural
Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {681--692},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_55},
doi = {10.1007/978-3-030-61616-8\_55},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/ShuklaPSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SkianisMTV20,
author = {Konstantinos Skianis and
Fragkiskos D. Malliaros and
Nikolaos Tziortziotis and
Michalis Vazirgiannis},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Boosting Tricks for Word Mover's Distance},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {761--772},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_61},
doi = {10.1007/978-3-030-61616-8\_61},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SkianisMTV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SongJZZHH20,
author = {Pu Song and
Wei Jiang and
Fuqing Zhu and
Yan Zhou and
Jizhong Han and
Songlin Hu},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Structural Position Network for Aspect-Based Sentiment Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {559--570},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_45},
doi = {10.1007/978-3-030-61616-8\_45},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SongJZZHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SongZHY20,
author = {Haohao Song and
Dongsheng Zou and
Lei Hu and
Jieying Yuan},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Embedding Compression with Right Triangle Similarity Transformations},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {773--785},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_62},
doi = {10.1007/978-3-030-61616-8\_62},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SongZHY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SteffenLURD20,
author = {Lea Steffen and
Artur Liebert and
Stefan Ulbrich and
Arne Roennau and
R{\"{u}}diger Dillmann},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Adaptive, Neural Robot Control - Path Planning on 3D Spiking Neural
Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {509--520},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_41},
doi = {10.1007/978-3-030-61616-8\_41},
timestamp = {Wed, 12 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/SteffenLURD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SunHWG20,
author = {Shuo Sun and
Hongxu Hou and
Nier Wu and
Ziyue Guo},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Neural Machine Translation Based on Prioritized Experience Replay},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {358--368},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_29},
doi = {10.1007/978-3-030-61616-8\_29},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SunHWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TakagiYO20,
author = {Shiro Takagi and
Yuki Yoshida and
Masato Okada},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {The Effect of Batch Normalization in the Symmetric Phase},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {229--240},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_19},
doi = {10.1007/978-3-030-61616-8\_19},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/TakagiYO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TamuraT20,
author = {Hiroto Tamura and
Gouhei Tanaka},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Two-Step {FORCE} Learning Algorithm for Fast Convergence in Reservoir
Computing},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {459--469},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_37},
doi = {10.1007/978-3-030-61616-8\_37},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/TamuraT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TartaglioneBG20,
author = {Enzo Tartaglione and
Andrea Bragagnolo and
Marco Grangetto},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Pruning Artificial Neural Networks: {A} Way to Find Well-Generalizing,
High-Entropy Sharp Minima},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {67--78},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_6},
doi = {10.1007/978-3-030-61616-8\_6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TartaglioneBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TomkoJB20,
author = {Mat{\'{u}}s Tomko and
Peter Jedlicka and
Lubica Benuskov{\'{a}}},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Meta-STDP Rule Stabilizes Synaptic Weights Under in Vivo-like Ongoing
Spontaneous Activity in a Computational Model of {CA1} Pyramidal Cell},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {670--680},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_54},
doi = {10.1007/978-3-030-61616-8\_54},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/TomkoJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TraubBBO20,
author = {Manuel Traub and
Martin V. Butz and
R. Harald Baayen and
Sebastian Otte},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Learning Precise Spike Timings with Eligibility Traces},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {659--669},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_53},
doi = {10.1007/978-3-030-61616-8\_53},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TraubBBO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TrinhRK20,
author = {Anh{-}Duong Trinh and
Robert J. Ross and
John D. Kelleher},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {F-Measure Optimisation and Label Regularisation for Energy-Based Neural
Dialogue State Tracking Models},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {798--810},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_64},
doi = {10.1007/978-3-030-61616-8\_64},
timestamp = {Mon, 16 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TrinhRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TrouvainPDH20,
author = {Nathan Trouvain and
Luca Pedrelli and
Thanh Trung Dinh and
Xavier Hinaut},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {ReservoirPy: An Efficient and User-Friendly Library to Design Echo
State Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {494--505},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_40},
doi = {10.1007/978-3-030-61616-8\_40},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TrouvainPDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/VandesompeleWD20,
author = {Alexander Vandesompele and
Francis Wyffels and
Joni Dambre},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Dendritic Computation in a Point Neuron Model},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {599--609},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_48},
doi = {10.1007/978-3-030-61616-8\_48},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/VandesompeleWD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/VaquetH20,
author = {Valerie Vaquet and
Barbara Hammer},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Balanced SAM-kNN: Online Learning with Heterogeneous Drift and Imbalanced
Data},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {850--862},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_68},
doi = {10.1007/978-3-030-61616-8\_68},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/VaquetH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WangF20,
author = {Cheng Wang and
Xiaoyan Fan},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Adaptive Convolution Kernel for Text Classification via Multi-channel
Representations},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {708--720},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_57},
doi = {10.1007/978-3-030-61616-8\_57},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WangF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WangHGH20,
author = {Jian Wang and
Ruifang He and
Fengyu Guo and
Yugui Han},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Mental Imagery-Driven Neural Network to Enhance Representation for
Implicit Discourse Relation Recognition},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {695--707},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_56},
doi = {10.1007/978-3-030-61616-8\_56},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WangHGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WedemannP20,
author = {Roseli Suzi Wedemann and
Angel Ricardo Plastino},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Nonlinear, Nonequilibrium Landscape Approach to Neural Network Dynamics},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {180--191},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_15},
doi = {10.1007/978-3-030-61616-8\_15},
timestamp = {Fri, 31 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WedemannP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WenYS20,
author = {Jia Wen and
Liu Yang and
Chenyang Shen},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Fast and Robust Compression of Deep Convolutional Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {52--63},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_5},
doi = {10.1007/978-3-030-61616-8\_5},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/WenYS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WolterLY20,
author = {Moritz Wolter and
Shaohui Lin and
Angela Yao},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Neural Network Compression via Learnable Wavelet Transforms},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {39--51},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_4},
doi = {10.1007/978-3-030-61616-8\_4},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WolterLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZhangHZLL20,
author = {Lei Zhang and
Shuai Han and
Zhiruo Zhang and
Lefan Li and
Shuai L{\"{u}}},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Deep Recurrent Deterministic Policy Gradient for Physical Control},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {257--268},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_21},
doi = {10.1007/978-3-030-61616-8\_21},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/ZhangHZLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZhengZZ20,
author = {Jiayu Zheng and
Wencheng Zhu and
Pengfei Zhu},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Multi-label Quadruplet Dictionary Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
pages = {119--131},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8\_10},
doi = {10.1007/978-3-030-61616-8\_10},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/ZhengZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2020-2,
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12397},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61616-8},
doi = {10.1007/978-3-030-61616-8},
isbn = {978-3-030-61615-1},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2020-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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