Dario Zanca

75 papers A* 5A 2B 5C 1Misc 1Journal 53Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors.
IEEE Trans. Artif. Intell.
Dario Zanca, Andrea Zugarini, Simon Dietz, Thomas R. Altstidl, Mark A. Turban Ndjeuha, Moumita Chakraborty, Naga Venkata Sai Jitin Jami, Leo Schwinn, Bjoern M. Eskofier
2026 J jnl
Enhancing IMU-Based Online Handwriting Recognition via Contrastive Learning with Zero Inference Overhead.
CoRR
Jindong Li, Dario Zanca, Vincent Christlein, Tim Hamann, Jens Barth, Peter Kämpf, Björn M. Eskofier
2026 A* conf
Mind in the Machine? Cross-Disciplinary Perceptions of Consciousness in Artificial Intelligence.
CHI
Hamid Moradi, Ignacio Avellino, Patrick Krauss, Dario Zanca, Ilka Hein, Bjoern M. Eskofier, Madeleine Flaucher
2026 J jnl
Tokenization vs. Augmentation: A Systematic Study of Writer Variance in IMU-Based Online Handwriting Recognition.
CoRR
Jindong Li, Dario Zanca, Vincent Christlein, Tim Hamann, Jens Barth, Peter Kämpf, Björn M. Eskofier
2025 Misc conf
Benchmarking Content-Based Puzzle Solvers on Corrupted Jigsaw Puzzles.
ICIAP
Richard Dirauf, Florian Wolz, Dario Zanca, Björn M. Eskofier
2025 J jnl
Benchmarking Content-Based Puzzle Solvers on Corrupted Jigsaw Puzzles.
CoRR
Richard Dirauf, Florian Wolz, Dario Zanca, Björn M. Eskofier
2025 J jnl
Correction: FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks.
Int. J. Comput. Vis.
Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2025 J jnl
Don't get me wrong: How to apply deep visual interpretations to time series.
Appl. Intell.
Christoffer Löffler, Wei-Cheng Lai, Dario Zanca, Lukas Schmidt, Björn M. Eskofier, Christopher Mutschler
2025 J jnl
FovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks.
Int. J. Comput. Vis.
Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2025 — conf
Robust and Efficient Writer-Independent IMU-Based Handwriting Recognition.
iWOAR
Jindong Li, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Björn M. Eskofier
2025 J jnl
Robust and Efficient Writer-Independent IMU-Based Handwriting Recognization.
CoRR
Jindong Li, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Björn M. Eskofier
2025 J jnl
Stratify or Die: Rethinking Data Splits in Image Segmentation.
CoRR
Naga Venkata Sai Jitin Jami, Thomas Altstidl, Jonas Mueller, Jindong Li, Dario Zanca, Björn M. Eskofier, Heike Leutheuser
2025 J jnl
Understanding Cross-Model Perceptual Invariances Through Ensemble Metamers.
CoRR
Lukas Boehm, Jonas Leo Mueller, Christoffer Löffler, Leo Schwinn, Björn M. Eskofier, Dario Zanca
2024 J jnl
Assessing the Performance of Remaining Time Prediction Methods for Business Processes.
IEEE Access
Johannes Roider, An Nguyen, Dario Zanca, Bjoern M. Eskofier
2024 J jnl
Caption-Driven Explorations: Aligning Image and Text Embeddings through Human-Inspired Foveated Vision.
CoRR
Dario Zanca, Andrea Zugarini, Simon Dietz, Thomas R. Altstidl, Mark A. Turban Ndjeuha, Leo Schwinn, Björn M. Eskofier
2024 J jnl
Data quality in hospital information systems: Lessons learned from analyzing 30 years of patient data in a regional German hospital.
Int. J. Medical Informatics
Stefan Förstel, Markus Förstel, Markus Gallistl, Dario Zanca, Bjoern M. Eskofier, Eva Rothgang
2024 A conf
Efficient Training of Recurrent Neural Networks for Remaining Time Prediction in Predictive Process Monitoring.
BPM
Johannes Roider, Dario Zanca, Bjoern M. Eskofier
2024 J jnl
Enhancing Unsupervised Outlier Model Selection: A Study on IREOS Algorithms.
ACM Trans. Knowl. Discov. Data
Philipp Schlieper, Hermann Luft, Kai Klede, Christoph Strohmeyer, Björn M. Eskofier, Dario Zanca
2024 B conf
How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series.
IJCNN
Simon Dietz, Thomas Altstidl, Dario Zanca, Björn M. Eskofier, An Nguyen
2024 J jnl
How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series.
CoRR
Simon Dietz, Thomas Altstidl, Dario Zanca, Björn M. Eskofier, An Nguyen
2024 J jnl
Human-inspired Explanations for Vision Transformers and Convolutional Neural Networks.
CoRR
Mahadev Prasad Panda, Matteo Tiezzi, Martina G. Vilas, Gemma Roig, Bjoern M. Eskofier, Dario Zanca
2024 — conf
Predictions in Predictive Process Monitoring with Previously Unseen Categorical Values.
ICPM Workshops
Johannes Roider, Weixin Wang, Dario Zanca, Martin Matzner, Bjoern M. Eskofier
2024 J jnl
The Impact of Random Models on Standardized Clustering Similarity.
IEEE Access
Kai Klede, Thomas R. Altstidl, Dario Zanca, Björn M. Eskofier
2024 A* conf
Trends, Applications, and Challenges in Human Attention Modelling.
IJCAI
Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara
2024 J jnl
Trends, Applications, and Challenges in Human Attention Modelling.
CoRR
Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara
2023 J jnl
Active Learning of Ordinal Embeddings: A User Study on Football Data.
Trans. Mach. Learn. Res.
Christoffer Löffler, Kion Fallah, Stefano Fenu, Dario Zanca, Björn M. Eskofier, Christopher John Rozell, Christopher Mutschler
2023 J jnl
An Integrated Framework for Data Quality Fusion in Embedded Sensor Systems.
Sensors
Christoph Scholl, Maximilian Spiegler, Klaus Ludwig, Bjoern M. Eskofier, Andreas Tobola, Dario Zanca
2023 J jnl
Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors.
CoRR
Dario Zanca, Andrea Zugarini, Simon Dietz, Thomas R. Altstidl, Mark A. Turban Ndjeuha, Leo Schwinn, Bjoern M. Eskofier
2023 — conf
Die Rätselrevolution: Automated German Crossword Solving.
CLiC-it
Andrea Zugarini, Thomas Rothenbacher, Kai Klede, Marco Ernandes, Bjoern M. Eskofier, Dario Zanca
2023 J jnl
Exploring misclassifications of robust neural networks to enhance adversarial attacks.
Appl. Intell.
Leo Schwinn, René Raab, An Nguyen, Dario Zanca, Björn M. Eskofier
2023 A* conf
FastAMI - a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics.
AAAI
Kai Klede, Leo Schwinn, Dario Zanca, Björn M. Eskofier
2023 J jnl
FastAMI - a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics.
CoRR
Kai Klede, Leo Schwinn, Dario Zanca, Björn M. Eskofier
2023 J jnl
From Patches to Objects: Exploiting Spatial Reasoning for Better Visual Representations.
CoRR
Toni Albert, Bjoern M. Eskofier, Dario Zanca
2023 B conf
Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks.
IJCNN
Thomas Altstidl, An Nguyen, Leo Schwinn, Franz Köferl, Christopher Mutschler, Björn M. Eskofier, Dario Zanca
2023 J jnl
Local propagation of visual stimuli in focus of attention.
Neurocomputing
Lapo Faggi, Alessandro Betti, Dario Zanca, Stefano Melacci, Marco Gori
2023 A* conf
p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison.
NeurIPS
Kai Klede, Thomas Altstidl, Dario Zanca, Bjoern M. Eskofier
2022 J jnl
Active Learning of Ordinal Embeddings: A User Study on Football Data.
CoRR
Christoffer Löffler, Kion Fallah, Stefano Fenu, Dario Zanca, Bjoern M. Eskofier, Christopher John Rozell, Christopher Mutschler
2022 J jnl
Behind the Machine's Gaze: Biologically Constrained Neural Networks Exhibit Human-like Visual Attention.
CoRR
Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
2022 J jnl
Behind the Machine's Gaze: Neural Networks with Biologically-inspired Constraints Exhibit Human-like Visual Attention.
Trans. Mach. Learn. Res.
Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
2022 J jnl
Don't Get Me Wrong: How to apply Deep Visual Interpretations to Time Series.
CoRR
Christoffer Löffler, Wei-Cheng Lai, Bjoern M. Eskofier, Dario Zanca, Lukas Schmidt, Christopher Mutschler
2022 C conf
Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI.
CD-MAKE
Sami Ede, Serop Baghdadlian, Leander Weber, An Nguyen, Dario Zanca, Wojciech Samek, Sebastian Lapuschkin
2022 J jnl
Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI.
CoRR
Sami Ede, Serop Baghdadlian, Leander Weber, An Nguyen, Dario Zanca, Wojciech Samek, Sebastian Lapuschkin
2022 A* conf
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification.
ICML
Leo Schwinn, Leon Bungert, An Nguyen, René Raab, Falk Pulsmeyer, Doina Precup, Bjoern M. Eskofier, Dario Zanca
2022 J jnl
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification.
CoRR
Leo Schwinn, Leon Bungert, An Nguyen, René Raab, Falk Pulsmeyer, Doina Precup, Björn M. Eskofier, Dario Zanca
2022 J jnl
Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks.
CoRR
Thomas Altstidl, An Nguyen, Leo Schwinn, Franz Köferl, Christopher Mutschler, Björn M. Eskofier, Dario Zanca
2022 J jnl
SVC-onGoing: Signature verification competition.
Pattern Recognit.
Ruben Tolosana, Rubén Vera-Rodríguez, Carlos Gonzalez-Garcia, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia, Juan-Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Santiago Rengifo, Miguel Caruana, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moisés Díaz, Miguel Ángel Ferrer, Marta Gomez-Barrero, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szücs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin
2022 J jnl
Simulating Human Gaze with Neural Visual Attention.
CoRR
Leo Schwinn, Doina Precup, Björn M. Eskofier, Dario Zanca
2022 J jnl
Surface-Free Multi-Stroke Trajectory Reconstruction and Word Recognition Using an IMU-Enhanced Digital Pen.
Sensors
Mohamad Wehbi, Daniel Luge, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Bjoern M. Eskofier
2021 J jnl
A Smart Capacitive Sensor Skin with Embedded Data Quality Indication for Enhanced Safety in Human-Robot Interaction.
Sensors
Christoph Scholl, Andreas Tobola, Klaus Ludwig, Dario Zanca, Bjoern M. Eskofier
2021 B conf
Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks.
IJCNN
Leo Schwinn, An Nguyen, René Raab, Dario Zanca, Bjoern M. Eskofier, Daniel Tenbrinck, Martin Burger
2021 J jnl
Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks.
CoRR
Leo Schwinn, René Raab, An Nguyen, Dario Zanca, Bjoern M. Eskofier
2021 — conf
HeMoG: A White-Box Model to Unveil the Connection between Saliency Information and Human Head Motion in Virtual Reality.
AIVR
Miguel Fabián Romero Rondón, Dario Zanca, Stefano Melacci, Marco Gori, Lucile Sassatelli
2021 — conf
ICDAR 2021 Competition on On-Line Signature Verification.
ICDAR (4)
Ruben Tolosana, Rubén Vera-Rodríguez, Carlos Gonzalez-Garcia, Julian Fiérrez, Santiago Rengifo, Aythami Morales, Javier Ortega-Garcia, Juan-Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moisés Díaz, Miguel Ángel Ferrer, Marta Gomez-Barrero, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szücs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin
2021 J jnl
ICDAR 2021 Competition on On-Line Signature Verification.
CoRR
Ruben Tolosana, Rubén Vera-Rodríguez, Carlos Gonzalez-Garcia, Julian Fiérrez, Santiago Rengifo, Aythami Morales, Javier Ortega-Garcia, Juan-Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moisés Díaz, Miguel A. Ferrer, Marta Gomez-Barrero, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szücs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin
2021 J jnl
Identifying Untrustworthy Predictions in Neural Networks by Geometric Gradient Analysis.
CoRR
Leo Schwinn, An Nguyen, René Raab, Leon Bungert, Daniel Tenbrinck, Dario Zanca, Martin Burger, Bjoern M. Eskofier
2021 A conf
Identifying untrustworthy predictions in neural networks by geometric gradient analysis.
UAI
Leo Schwinn, An Nguyen, René Raab, Leon Bungert, Daniel Tenbrinck, Dario Zanca, Martin Burger, Björn M. Eskofier
2021 J jnl
SVC-onGoing: Signature Verification Competition.
CoRR
Ruben Tolosana, Rubén Vera-Rodríguez, Carlos Gonzalez-Garcia, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia, Juan-Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Santiago Rengifo, Miguel Caruana, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moisés Díaz Cabrera, Miguel Ángel Ferrer, Marta Gomez-Barrero, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szücs, Bence Kovári, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin
2021 J jnl
System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data.
IEEE Access
An Nguyen, Stefan Förstel, Thomas Kittler, Andrey Kurzyukov, Leo Schwinn, Dario Zanca, Tobias Hipp, Da Jun Sun, Michael Schrapp, Eva Rothgang, Björn M. Eskofier
2021 J jnl
System Design for a Data-driven and Explainable Customer Sentiment Monitor.
CoRR
An Nguyen, Stefan Förstel, Thomas Kittler, Andrey Kurzyukov, Leo Schwinn, Dario Zanca, Tobias Hipp, Da Jun Sun, Michael Schrapp, Eva Rothgang, Bjoern M. Eskofier
2021 — conf
Towards an IMU-based Pen Online Handwriting Recognizer.
ICDAR (3)
Mohamad Wehbi, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Björn M. Eskofier
2021 J jnl
Towards an IMU-based Pen Online Handwriting Recognizer.
CoRR
Mohamad Wehbi, Tim Hamann, Jens Barth, Peter Kämpf, Dario Zanca, Bjoern M. Eskofier
2020 J jnl
End-to-End Models for the Analysis of Pupil Size Variations and Diagnosis of Parkinson's Disease.
CoRR
Dario Zanca, Alessandra Rufa, Andrea Canessa, Silvio P. Sabatini
2020 B conf
End-to-End Models for the Analysis of System 1 and System 2 Interactions based on Eye-Tracking Data.
CogSci
Alessandro Rossi, Sara Ermini, Dario Bernabini, Dario Zanca, Marino Todisco, Alessandro Genovese, Antonio Rizzo
2020 J jnl
End-to-End Models for the Analysis of System 1 and System 2 Interactions based on Eye-Tracking Data.
CoRR
Alessandro Rossi, Sara Ermini, Dario Bernabini, Dario Zanca, Marino Todisco, Alessandro Genovese, Antonio Rizzo
2020 J jnl
Gravitational Laws of Focus of Attention.
IEEE Trans. Pattern Anal. Mach. Intell.
Dario Zanca, Stefano Melacci, Marco Gori
2020 J jnl
Gravitational Models Explain Shifts on Human Visual Attention.
CoRR
Dario Zanca, Marco Gori, Stefano Melacci, Alessandra Rufa
2020 B conf
Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach.
IJCNN
Dario Zanca, Stefano Melacci, Marco Gori
2020 J jnl
Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach.
CoRR
Dario Zanca, Stefano Melacci, Marco Gori
2020 J jnl
Wave Propagation of Visual Stimuli in Focus of Attention.
CoRR
Lapo Faggi, Alessandro Betti, Dario Zanca, Stefano Melacci, Marco Gori
2019 — conf
Learning Activation Functions by Means of Kernel Based Neural Networks.
AI*IA
Giuseppe Marra, Dario Zanca, Alessandro Betti, Marco Gori
2018 J jnl
FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity.
CoRR
Dario Zanca, Valeria Serchi, Pietro Piu, Francesca Rosini, Alessandra Rufa
2018 J jnl
Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks.
CoRR
Giuseppe Marra, Dario Zanca, Alessandro Betti, Marco Gori
2018 J jnl
Visual Attention driven by Convolutional Features.
CoRR
Dario Zanca, Marco Gori
2017 J jnl
Neural Networks for Beginners. A fast implementation in Matlab, Torch, TensorFlow.
CoRR
Francesco Giannini, Vincenzo Laveglia, Alessandro Rossi, Dario Zanca, Andrea Zugarini
2017 — conf
Variational Laws of Visual Attention for Dynamic Scenes.
NIPS
Dario Zanca, Marco Gori