Dr. Dario Zanca

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Exploring misclassifications of robust neural networks to enhance adversarial attacks (2023) Schwinn L, Raab R, Nguyen A, Zanca D, Eskofier B Journal article Evaluation of the effectiveness of the decision support algorithm for physicians in retinal dystrophy using machine learning methods (2023) Zhdanov AE, Dolganov AY, Zanca D, Borisov VI, Luchian E, Dorosinsky LG Journal article Discussion and recommendations from the 2023 ”Gaze Meets ML” workshop breakout session (2023) Karargyris A, Ahmed S, de Belen RA, Banerjee B, Ibrayev T, Kashyap S, Krupinski E, et al. Conference contribution Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing (2022) Zhdanov A, Dolganov A, Zanca D, Borisov V, Ronkin M Journal article Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen (2022) Wehbi M, Luge D, Hamann T, Barth J, Kaempf P, Zanca D, Eskofier B Journal article 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