Dario Zanca

2023

• Schwinn L., Raab R., Nguyen A., Zanca D., Eskofier B.:
  Exploring misclassifications of robust neural networks to enhance adversarial attacks
  In: Applied Intelligence (2023)
  ISSN: 0924-669X
  DOI: 10.1007/s10489-023-04532-5
  BibTeX: Download
• Zhdanov AE., Dolganov AY., Zanca D., Borisov VI., Luchian E., Dorosinsky LG.:
  Evaluation of the effectiveness of the decision support algorithm for physicians in retinal dystrophy using machine learning methods
  In: Computer Optics 47 (2023), p. 272-277
  ISSN: 0134-2452
  DOI: 10.18287/2412-6179-CO-1124
  BibTeX: Download
• Zürl M., Dirauf R., Köferl F., Steinlein N., Sueskind J., Zanca D., Brehm I., von Fersen L., Eskofier B.:
  PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears
  In: Animals 13 (2023), p. 801
  ISSN: 2076-2615
  DOI: 10.3390/ani13050801
  BibTeX: Download

2022

• Ede S., Baghdadlian S., Weber L., Nguyen A., Zanca D., Samek W., Lapuschkin S.:
  Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI
  6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction, CD-MAKE 2022, held in conjunction with the 17th International Conference on Availability, Reliability and Security, ARES 2022 (Vienna, 23. August 2022 - 26. August 2022)
  In: Andreas Holzinger, Andreas Holzinger, Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl, Edgar Weippl (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
  DOI: 10.1007/978-3-031-14463-9_1
  BibTeX: Download
• Schwinn L., Bungert L., Nguyen A., Raab R., Pulsmeyer F., Precup D., Eskofier B., Zanca D.:
  Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
  Proceedings of the 39th International Conference on Machine Learning (Baltimore, USA, 17. July 2022 - 23. July 2022)
  In: PMLR (ed.): 162 2022
  Open Access: https://proceedings.mlr.press/v162/schwinn22a.html
  URL: https://proceedings.mlr.press/v162/schwinn22a.html
  BibTeX: Download
• Tolosana R., Vera-Rodriguez R., Gonzalez-Garcia C., Fierrez J., Morales A., Ortega-Garcia J., Carlos Ruiz-Garcia J., Romero-Tapiador S., Rengifo S., Caruana M., Jiang J., Lai S., Jin L., Zhu Y., Galbally J., Diaz M., Angel Ferrer M., Gomez-Barrero M., Hodashinsky I., Sarin K., Slezkin A., Bardamova M., Svetlakov M., Saleem M., Lia Szcs C., Kovari B., Pulsmeyer F., Wehbi M., Zanca D., Ahmad S., Mishra S., Jabin S.:
  SVC-onGoing: Signature verification competition
  In: Pattern Recognition 127 (2022), Article No.: 108609
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2022.108609
  BibTeX: Download
• Wehbi M., Luge D., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
  Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen
  In: Sensors 22 (2022), p. 5347
  ISSN: 1424-8220
  DOI: 10.3390/s22145347
  BibTeX: Download
• Zhdanov A., Dolganov A., Zanca D., Borisov V., Ronkin M.:
  Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing
  In: Applied Sciences 12 (2022), Article No.: 12365
  ISSN: 2076-3417
  DOI: 10.3390/app122312365
  BibTeX: Download
• Zürl M., Stoll P., Brehm I., Raab R., Zanca D., Kabri S., Happold J., Nille H., Prechtel K., Wünsch S., Krause M., Seegerer S., von Fersen L., Eskofier B.:
  Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears
  In: Animals 12 (2022), p. 692
  ISSN: 2076-2615
  DOI: 10.3390/ani12060692
  BibTeX: Download

2021

• Bargagli A., Rosini F., Zanca D., Serchi V., Rufa A.:
  Ataxia with oculomotor apraxia type 2 (AOA2): an eye movement study of two siblings
  In: Neurological Sciences (2021)
  ISSN: 1590-1874
  DOI: 10.1007/s10072-021-05206-1
  BibTeX: Download
• Nguyen A., Foerstel S., Kittler T., Kurzyukov A., Schwinn L., Zanca D., Hipp T., Jun SD., Schrapp M., Rothgang E., Eskofier B.:
  System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data
  In: IEEE Access (2021)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2021.3106791
  BibTeX: Download
• Rondon MFR., Zanca D., Melacci S., Gori M., Sassatelli L.:
  HeMoG: A White-Box Model to Unveil the Connection Between Saliency Information and Human Head Motion in Virtual Reality
  4th IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)
  In: 2021 4TH IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND VIRTUAL REALITY (AIVR 2021), LOS ALAMITOS: 2021
  DOI: 10.1109/AIVR52153.2021.00012
  BibTeX: Download
• Scholl C., Tobola A., Ludwig K., Zanca D., Eskofier B.:
  A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction
  In: Sensors 21 (2021), Article No.: 7210
  ISSN: 1424-8220
  DOI: 10.3390/s21217210
  BibTeX: Download
• Schwinn L., Nguyen A., Raab R., Bungert L., Tenbrinck D., Zanca D., Burger M., Eskofier B.:
  Identifying untrustworthy predictions in neural networks by geometric gradient analysis
  Conference on Uncertainty in Artificial Intelligence (UAI) (Online, 27. July 2021 - 30. July 2021)
  URL: https://arxiv.org/abs/2102.12196
  BibTeX: Download
• Schwinn L., Nguyen A., Raab R., Zanca D., Eskofier B., Tenbrinck D., Burger M.:
  Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks
  International Joint Conference on Neural Networks (IJCNN) (Online, 18. July 2021 - 22. July 2021)
  BibTeX: Download
• Schwinn L., Raab R., Nguyen A., Zanca D., Eskofier B.:
  Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks
  URL: https://arxiv.org/abs/2105.10304
  BibTeX: Download
• Tolosana R., Vera-Rodriguez R., Gonzalez-Garcia C., Fierrez J., Rengifo S., Morales A., Ortega-Garcia J., Carlos Ruiz-Garcia J., Romero-Tapiador S., Jiang J., Lai S., Jin L., Zhu Y., Galbally J., Diaz M., Ferrer MA., Gomez-Barrero M., Hodashinsky I., Sarin K., Slezkin A., Bardamova M., Svetlakov M., Saleem M., Szücs CL., Kovari B., Pulsmeyer F., Wehbi M., Zanca D., Ahmad S., Mishra S., Jabin S.:
  ICDAR 2021 Competition on On-Line Signature Verification
  16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, 5. September 2021 - 10. September 2021)
  In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
  DOI: 10.1007/978-3-030-86337-1_48
  BibTeX: Download
• Wehbi M., Hamann T., Barth J., Kaempf P., Zanca D., Eskofier B.:
  Towards an IMU-based Pen Online Handwriting Recognizer
  International Conference on Document Analysis and Recognition ICDAR 2021 (Lausanne, 5. September 2021 - 10. September 2021)
  DOI: 10.1007/978-3-030-86334-0_19
  BibTeX: Download

2020

• Bargagli A., Fontanelli E., Zanca D., Castelli I., Rosini F., Maddii S., Di Donato I., Carluccio A., Battisti C., Tosi GM., Dotti MT., Rufa A.:
  Neurophthalmologic and Orthoptic Ambulatory Assessments Reveal Ocular and Visual Changes in Patients With Early Alzheimer and Parkinson's Disease
  In: Frontiers in Neurology (2020)
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2020.577362
  BibTeX: Download
• Zanca D., Melacci S., Gori M.:
  Gravitational Laws of Focus of Attention
  In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, p. 2983-2995
  DOI: 10.1109/TPAMI.2019.2920636
  BibTeX: Download
• Zanca D., Melacci S., Gori M.:
  Toward Improving the Evaluation of Visual Attention Models: A Crowdsourcing Approach
  2020 International Joint Conference on Neural Networks, IJCNN 2020
  DOI: 10.1109/IJCNN48605.2020.9207438
  BibTeX: Download
• Zanca D., Melacci S., Gori M., Rufa A.:
  Gravitational models explain shifts on human visual attention
  In: Scientific Reports 10 (2020), Article No.: 16335
  ISSN: 2045-2322
  DOI: 10.1038/s41598-020-73494-2
  BibTeX: Download

2019

• Marra G., Zanca D., Betti A., Gori M.:
  Learning Activation Functions by Means of Kernel Based Neural Networks
  Springer, 2019
  ISBN: 9783030351656
  DOI: 10.1007/978-3-030-35166-3_30
  BibTeX: Download
• Zanca D., Gori M., Rufa A.:
  A unified computational framework for visual attention dynamics
  Elsevier B.V., 2019
  (Progress in Brain Research, Vol.249)
  ISBN: 9780444642547
  DOI: 10.1016/bs.pbr.2019.01.001
  BibTeX: Download

2018

• Zanca D.:
  FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity
  (2018)
  BibTeX: Download
  (Techreport)

2017

• Zanca D., Gori M.:
  Variational laws of visual attention for dynamic scenes
  31st Annual Conference on Neural Information Processing Systems, NIPS 2017
  In: 31st Annual Conference on Neural Information Processing Systems, NIPS 2017 2017
  URL: https://papers.nips.cc/paper/2017/file/194cf6c2de8e00c05fcf16c498adc7bf-Paper.pdf
  BibTeX: Download