Dario Zanca

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Bjoern M. EskofierMaD Lab, FAU Erlangen-Nürnberg & TDH Group, Helmholtz MunichVerifisert e-postadresse på fau.de
Leo SchwinnTechnical University of MunichVerifisert e-postadresse på tum.de
An NguyenFriedrich-Alexander University Erlangen-Nürnberg (FAU)Verifisert e-postadresse på fau.de
Marco GoriProfessor of Computer Science, University of SienaVerifisert e-postadresse på dii.unisi.it
René RaabMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-NürnbergVerifisert e-postadresse på fau.de
Stefano MelacciAssociate Professor, University of Siena, ItalyVerifisert e-postadresse på unisi.it
Matthias ZuerlPhD Student, Machine Learning and Data Analytics Lab, Friedrich-Alexander-Universität ErlangenVerifisert e-postadresse på fau.de
Doina PrecupDeepMind and McGill UniversityVerifisert e-postadresse på cs.mcgill.ca
Andrea ZugariniExpert.ai, University of SienaVerifisert e-postadresse på expert.ai
Kai KledePhD Student, Friedrich-Alexander University Erlangen-NuernbergVerifisert e-postadresse på fau.de
Franz KoeferlResearcher at Friedrich Alexander University Erlangen-NurembergVerifisert e-postadresse på fau.de
Thomas R. AltstidlFriedrich-Alexander-Universität Erlangen-NürnbergVerifisert e-postadresse på fau.de
Christopher MutschlerDirector Positioning & Networks, Fraunhofer IISVerifisert e-postadresse på iis.fraunhofer.de
Alessandro BettiScuola IMT Alti Studi LuccaVerifisert e-postadresse på unisi.it
Leon BungertInstitute of Mathematics, University of WürzburgVerifisert e-postadresse på uni-wuerzburg.de
Jens BarthMaD Lab Erlangen-NürnbergVerifisert e-postadresse på fau.de
Mohamad WehbiMachine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-NürnbergVerifisert e-postadresse på fau.de
Martin BurgerDeutsches Elektronen-Synchrotron DESY und Universität HamburgVerifisert e-postadresse på uni-hamburg.de
Daniel TenbrinckDepartment of Data Science, FAU Erlangen- NürnbergVerifisert e-postadresse på fau.de
Alessandro RossiData Scientist, GlaxoSmithKline VaccinesVerifisert e-postadresse på unisi.it

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Dario Zanca

Andre navnD Zanca, Dario Z

Head of Applied Machine Learning Group @ MaD Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg

Verifisert e-postadresse på fau.de - Startside

Human-centric AI Applied ML/DL Computational cognitive modeling Robustness


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
Exploring misclassifications of robust neural networks to enhance adversarial attacks L Schwinn, R Raab, A Nguyen, D Zanca, B Eskofier Applied intelligence 53 (17), 19843-19859, 2023	69	2023
Gravitational Laws of Focus of Attention D Zanca, S Melacci, M Gori TPAMI 2019 - IEEE transactions on pattern analysis and machine intelligence, 2019	55	2019
SVC-onGoing: Signature verification competition R Tolosana, R Vera-Rodriguez, C Gonzalez-Garcia, J Fierrez, A Morales, ... Pattern Recognition 127, 108609, 2022	51	2022
Variational laws of visual attention for dynamic scenes D Zanca, M Gori NeurIPS 2017 - Advances in Neural Information Processing Systems, 3823-3832, 2017	33	2017
Automated video-based analysis framework for behavior monitoring of individual animals in zoos using deep learning—A study on polar bears M Zuerl, P Stoll, I Brehm, R Raab, D Zanca, S Kabri, J Happold, H Nille, ... Animals 12 (6), 692, 2022	29	2022
ICDAR 2021 competition on on-line signature verification R Tolosana, R Vera-Rodriguez, C Gonzalez-Garcia, J Fierrez, S Rengifo, ... Document Analysis and Recognition–ICDAR 2021: 16th International Conference …, 2021	25	2021
A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction C Scholl, A Tobola, K Ludwig, D Zanca, BM Eskofier Sensors 21 (21), 7210, 2021	18	2021
System design for a data-driven and explainable customer sentiment monitor using IoT and enterprise data A Nguyen, S Foerstel, T Kittler, A Kurzyukov, L Schwinn, D Zanca, T Hipp, ... IEEE Access 9, 117140-117152, 2021	17	2021
PolarBearVidID: A video-based re-identification benchmark dataset for polar bears M Zuerl, R Dirauf, F Koeferl, N Steinlein, J Sueskind, D Zanca, I Brehm, ... Animals 13 (5), 801, 2023	16	2023
A machine learning approach for detecting cognitive interference based on eye-tracking data A Rizzo, S Ermini, D Zanca, D Bernabini, A Rossi Frontiers in Human Neuroscience 16, 806330, 2022	16	2022
Neurophthalmologic and orthoptic ambulatory assessments reveal ocular and visual changes in patients with early Alzheimer and Parkinson's disease A Bargagli, E Fontanelli, D Zanca, I Castelli, F Rosini, S Maddii, ... Frontiers in neurology 11, 577362, 2020	16	2020
Improving robustness against real-world and worst-case distribution shifts through decision region quantification L Schwinn, L Bungert, A Nguyen, R Raab, F Pulsmeyer, D Precup, ... International Conference on Machine Learning, 19434-19449, 2022	15	2022
Gravitational models explain shifts on human visual attention D Zanca, M Gori, S Melacci, A Rufa Springer Nature, Scientific Reports 10 (1), 1-9, 2020	15	2020
Surface-free multi-stroke trajectory reconstruction and word recognition using an imu-enhanced digital pen M Wehbi, D Luge, T Hamann, J Barth, P Kaempf, D Zanca, BM Eskofier Sensors 22 (14), 5347, 2022	14	2022
Identifying untrustworthy predictions in neural networks by geometric gradient analysis L Schwinn, A Nguyen, R Raab, L Bungert, D Tenbrinck, D Zanca, ... Uncertainty in Artificial Intelligence, 854-864, 2021	14	2021
Towards an imu-based pen online handwriting recognizer M Wehbi, T Hamann, J Barth, P Kaempf, D Zanca, B Eskofier Document Analysis and Recognition–ICDAR 2021: 16th International Conference …, 2021	14	2021
Advanced analysis of electroretinograms based on wavelet scalogram processing A Zhdanov, A Dolganov, D Zanca, V Borisov, M Ronkin Applied Sciences 12 (23), 12365, 2022	13	2022
FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity D Zanca, V Serchi, P Piu, F Rosini, A Rufa arXiv preprint arXiv:1802.02534, 2018	13	2018
Explain to not forget: Defending against catastrophic forgetting with xai S Ede, S Baghdadlian, L Weber, A Nguyen, D Zanca, W Samek, ... International Cross-Domain Conference for Machine Learning and Knowledge …, 2022	12	2022
Dynamically sampled nonlocal gradients for stronger adversarial attacks L Schwinn, A Nguyen, R Raab, D Zanca, BM Eskofier, D Tenbrinck, ... 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021	11	2021

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