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Dario Zanca
Dario Zanca
Sonstige NamenD Zanca, Dario Z
Head of Applied Machine Learning Group @ MaD Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg
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Titel
Zitiert von
Zitiert von
Jahr
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
672023
Gravitational Laws of Focus of Attention
D Zanca, S Melacci, M Gori
TPAMI 2019 - IEEE transactions on pattern analysis and machine intelligence, 2019
532019
SVC-onGoing: Signature verification competition
R Tolosana, R Vera-Rodriguez, C Gonzalez-Garcia, J Fierrez, A Morales, ...
Pattern Recognition 127, 108609, 2022
502022
Variational laws of visual attention for dynamic scenes
D Zanca, M Gori
NeurIPS 2017 - Advances in Neural Information Processing Systems, 3823-3832, 2017
322017
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
282022
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
242021
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
162021
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
152022
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
152020
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
142021
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
142020
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
132023
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
132022
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
132021
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
132018
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
122022
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
122021
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
102022
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
102021
Local propagation of visual stimuli in focus of attention
L Faggi, A Betti, D Zanca, S Melacci, M Gori
Neurocomputing 560, 126775, 2023
92023
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