Takip et
Dario Zanca
Dario Zanca
Diğer adlarD Zanca, Dario Z
Head of Applied Machine Learning Group @ MaD Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg
fau.de üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
702023
Gravitational Laws of Focus of Attention
D Zanca, S Melacci, M Gori
TPAMI 2019 - IEEE transactions on pattern analysis and machine intelligence, 2019
572019
SVC-onGoing: Signature verification competition
R Tolosana, R Vera-Rodriguez, C Gonzalez-Garcia, J Fierrez, A Morales, ...
Pattern Recognition 127, 108609, 2022
512022
Variational laws of visual attention for dynamic scenes
D Zanca, M Gori
NeurIPS 2017 - Advances in Neural Information Processing Systems, 3823-3832, 2017
332017
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
292022
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
252021
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
192021
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
172021
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
162023
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
162022
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
162022
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
162020
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
152021
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
152021
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
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
142022
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
142022
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
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
122022
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
112021
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Makaleler 1–20