Dr. Dario Zanca

Machine Learning and Data Analytics Lab

Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification (2022) Schwinn L, Bungert L, Nguyen A, Raab R, Pulsmeyer F, Precup D, Eskofier B, Zanca D Conference contribution, Conference Contribution SVC-onGoing: Signature verification competition (2022) Tolosana R, Vera-Rodriguez R, Gonzalez-Garcia C, Fierrez J, Morales A, Ortega-Garcia J, Carlos Ruiz-Garcia J, et al. Journal article Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears (2022) Zürl M, Stoll P, Brehm I, Raab R, Zanca D, Kabri S, Happold J, et al. Journal article Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI (2022) Ede S, Baghdadlian S, Weber L, Nguyen A, Zanca D, Samek W, Lapuschkin S Conference contribution A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction (2021) Scholl C, Tobola A, Ludwig K, Zanca D, Eskofier B Journal article Towards an IMU-based Pen Online Handwriting Recognizer (2021) Wehbi M, Hamann T, Barth J, Kaempf P, Zanca D, Eskofier B Conference contribution, Conference Contribution Ataxia with oculomotor apraxia type 2 (AOA2): an eye movement study of two siblings (2021) Bargagli A, Rosini F, Zanca D, Serchi V, Rufa A Journal article, Letter HeMoG: A White-Box Model to Unveil the Connection Between Saliency Information and Human Head Motion in Virtual Reality (2021) Rondon MFR, Zanca D, Melacci S, Gori M, Sassatelli L Conference contribution ICDAR 2021 Competition on On-Line Signature Verification (2021) Tolosana R, Vera-Rodriguez R, Gonzalez-Garcia C, Fierrez J, Rengifo S, Morales A, Ortega-Garcia J, et al. Conference contribution System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data (2021) Nguyen A, Foerstel S, Kittler T, Kurzyukov A, Schwinn L, Zanca D, Hipp T, et al. Journal article, Original article