Davide Maltoni

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 81

Top Venues

CoRR

BIOSIG

IEEE Trans. Inf. Forensics Secur.

Sensors

Publications

Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi
Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay. VISIGRAPP (2): VISAPP (2024)
Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez
SDFR: Synthetic Data for Face Recognition Competition. CoRR (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset. CoRR (2024)
Davide Maltoni, Lorenzo Pellegrini
Continual Learning by Three-Phase Consolidation. CoRR (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset. FG (2024)
Davide Maltoni, Matteo Ferrara
Arithmetic with language models: From memorization to computation. Neural Networks 179 (2024)
Matteo Scucchia, Davide Maltoni
Region Prediction for Efficient Robot Localization on Large Maps. ROBOVIS (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Dealing with Subject Similarity in Differential Morphing Attack Detection. CoRR (2024)
Lorenzo Vorabbi, Davide Maltoni, Stefano Santi
Optimizing Data Flow in Binary Neural Networks. Sensors 24 (15) (2024)
Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez
SDFR: Synthetic Data for Face Recognition Competition. FG (2024)
Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi
Enabling On-device Continual Learning with Binary Neural Networks. CoRR (2024)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Face Restoration for Morphed Images Retouching. IWBF (2024)
Guido Borghi, Annalisa Franco, Nicolò Di Domenico, Matteo Ferrara, Davide Maltoni
V-MAD: Video-based Morphing Attack Detection in Operational Scenarios. CoRR (2024)
Matteo Scucchia, Davide Maltoni
Region Prediction for Efficient Robot Localization on Large Maps. CoRR (2023)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection. ICIAP (1) (2023)
Lorenzo Vorabbi, Davide Maltoni, Stefano Santi
On-Device Learning with Binary Neural Networks. CoRR (2023)
Lorenzo Pellegrini, Davide Maltoni, Gabriele Graffieti, Vincenzo Lomonaco, Lisa Mazzini, Marco Mondardini, Milena Zappoli
A weakly supervised approach for recycling code recognition. Expert Syst. Appl. 215 (2023)
Annalisa Franco, Frøy Løvåsdal, Davide Maltoni
On the Human Ability in Detecting Digitally Manipulated Face Images. MetroXRAINE (2023)
Lorenzo Vorabbi, Davide Maltoni, Stefano Santi
Input Layer Binarization with Bit-Plane Encoding. CoRR (2023)
Lorenzo Vorabbi, Davide Maltoni, Stefano Santi
On-Device Learning with Binary Neural Networks. ICIAP Workshops (1) (2023)
Davide Maltoni, Matteo Ferrara
Arithmetic with Language Models: from Memorization to Computation. CoRR (2023)
Matteo Ferrara, Raffaele Cappelli, Davide Maltoni
Detecting Double-Identity Fingerprint Attacks. IEEE Trans. Biom. Behav. Identity Sci. 5 (4) (2023)
Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini, Vincenzo Lomonaco
Generative negative replay for continual learning. Neural Networks 162 (2023)
Lorenzo Vorabbi, Davide Maltoni, Stefano Santi
Optimizing data-flow in Binary Neural Networks. CoRR (2023)
Vincenzo Lomonaco, Lorenzo Pellegrini, Gabriele Graffieti, Davide Maltoni
Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning. CoRR (2023)
Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni
Detecting Morphing Attacks via Continual Incremental Training. CoRR (2023)
Lorenzo Vorabbi, Davide Maltoni, Stefano Santi
Input Layer Binarization with Bit-Plane Encoding. ICANN (8) (2023)
Guido Borghi, Nicolò Di Domenico, Annalisa Franco, Matteo Ferrara, Davide Maltoni
Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors. IEEE Access 11 (2023)
Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Matteo Ferrara, Davide Maltoni
A Framework to Improve the Comparability and Reproducibility of Morphing Attack Detectors. MetroXRAINE (2023)
Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni
Detecting Morphing Attacks via Continual Incremental Training. IJCB (2023)
Guido Borghi, Gabriele Graffieti, Davide Maltoni
On the challenges to learn from Natural Data Streams. CoRR (2023)
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodríguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vázquez, German Ignacio Parisi, Nikhil Churamani, Marc Pickett, Issam H. Laradji, Davide Maltoni
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions. Artif. Intell. 303 (2022)
Gabriele Graffieti, Guido Borghi, Davide Maltoni
Continual Learning in Real-Life Applications. IEEE Robotics Autom. Lett. 7 (3) (2022)
Andrea Cossu, Gabriele Graffieti, Lorenzo Pellegrini, Davide Maltoni, Davide Bacciu, Antonio Carta, Vincenzo Lomonaco
Is Class-Incremental Enough for Continual Learning? Frontiers Artif. Intell. 5 (2022)
Matteo Ferrara, Annalisa Franco, Davide Maltoni, Christoph Busch
Morphing Attack Potential. CoRR (2022)
Annalisa Franco, Antonio Magnani, Davide Maltoni, Dario Maio, Leonardo Odorisio, Andrea De Maria
Face Image Quality Assessment in Electronic ID Documents. IEEE Access 10 (2022)
Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini, Vincenzo Lomonaco
Generative Negative Replay for Continual Learning. CoRR (2022)
Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni
Incremental Training of Face Morphing Detectors. ICPR (2022)
Matteo Ferrara, Annalisa Franco, Davide Maltoni, Christoph Busch
Morphing Attack Potential. IWBF (2022)
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops (2021)
Kiran B. Raja, Matteo Ferrara, Annalisa Franco, Luuk J. Spreeuwers, Illias Batskos, Florens de Wit, Marta Gomez-Barrero, Ulrich Scherhag, Daniel Fischer, Sushma Venkatesh, Jag Mohan Singh, Guoqiang Li, Loïc Bergeron, Sergey Isadskiy, Raghavendra Ramachandra, Christian Rathgeb, Dinusha Frings, Uwe Seidel, Fons Knopjes, Raymond N. J. Veldhuis, Davide Maltoni, Christoph Busch
Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Andrea Cossu, Gabriele Graffieti, Lorenzo Pellegrini, Davide Maltoni, Davide Bacciu, Antonio Carta, Vincenzo Lomonaco
Is Class-Incremental Enough for Continual Learning? CoRR (2021)
Guido Borghi, Annalisa Franco, Gabriele Graffieti, Davide Maltoni
Automated Artifact Retouching in Morphed Images With Attention Maps. IEEE Access 9 (2021)
Matteo Ferrara, Annalisa Franco, Davide Maltoni
Face morphing detection in the presence of printing/scanning and heterogeneous image sources. IET Biom. 10 (3) (2021)
Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni
Continual Learning at the Edge: Real-Time Training on Smartphone Devices. ESANN (2021)
Stefano Pini, Guido Borghi, Roberto Vezzani, Davide Maltoni, Rita Cucchiara
A Systematic Comparison of Depth Map Representations for Face Recognition. Sensors 21 (3) (2021)
Guido Borghi, Emanuele Pancisi, Matteo Ferrara, Davide Maltoni
A Double Siamese Framework for Differential Morphing Attack Detection. Sensors 21 (10) (2021)
Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni
Continual Learning at the Edge: Real-Time Training on Smartphone Devices. CoRR (2021)
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
Avalanche: an End-to-End Library for Continual Learning. CoRR (2021)
Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches. CVPR Workshops (2020)
Leonardo Ravaglia, Manuele Rusci, Alessandro Capotondi, Francesco Conti, Lorenzo Pellegrini, Vincenzo Lomonaco, Davide Maltoni, Luca Benini
Memory-Latency-Accuracy Trade-offs for Continual Learning on a RISC-V Extreme-Edge Node. CoRR (2020)
Heechul Bae, Eoin Brophy, Rosa H. M. Chan, Baoquan Chen, Fan Feng, Gabriele Graffieti, Vidit Goel, Xinyue Hao, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Chuanlin Lan, Qi Liu, Vincenzo Lomonaco, Liang Ma, Davide Maltoni, German Ignacio Parisi, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Qi She, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qihan Yang, Qiaoyong Zhong, Liguang Zhou
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. IEEE Robotics Autom. Mag. 27 (2) (2020)
Lorenzo Pellegrini, Gabriele Graffieti, Vincenzo Lomonaco, Davide Maltoni
Latent Replay for Real-Time Continual Learning. IROS (2020)
Kiran B. Raja, Matteo Ferrara, Annalisa Franco, Luuk J. Spreeuwers, Illias Batskos, Florens de Wit, Marta Gomez-Barrero, Ulrich Scherhag, Daniel Fischer, Sushma Venkatesh, Jag Mohan Singh, Guoqiang Li, Loïc Bergeron, Sergey Isadskiy, Raghavendra Ramachandra, Christian Rathgeb, Dinusha Frings, Uwe Seidel, Fons Knopjes, Raymond N. J. Veldhuis, Davide Maltoni, Christoph Busch
Morphing Attack Detection - Database, Evaluation Platform and Benchmarking. CoRR (2020)
Gabriele Graffieti, Davide Maltoni
Towards Artifacts-Free Image Defogging. ICPR (2020)
Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni
Continual Reinforcement Learning in 3D Non-stationary Environments. CVPR Workshops (2020)
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German Ignacio Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou
IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. CoRR (2020)
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodríguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vázquez, German Ignacio Parisi, Nikhil Churamani, Marc Pickett, Issam H. Laradji, Davide Maltoni
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions. CoRR (2020)
Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges. Inf. Fusion 58 (2020)
Leonardo Ravaglia, Manuele Rusci, Alessandro Capotondi, Francesco Conti, Lorenzo Pellegrini, Vincenzo Lomonaco, Davide Maltoni, Luca Benini
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node. SiPS (2020)
Davide Maltoni, Vincenzo Lomonaco
Continuous learning in single-incremental-task scenarios. Neural Networks 116 (2019)
Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz Rodríguez
Continual Learning for Robotics. CoRR (2019)
Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni
Continual Reinforcement Learning in 3D Non-stationary Environments. CoRR (2019)
Davide Maltoni
Double-identity Biometrics. ICPRAM (2019)
Matteo Ferrara, Annalisa Franco, Davide Maltoni
Face morphing detection in the presence of printing/scanning and heterogeneous image sources. CoRR (2019)
Matteo Ferrara, Annalisa Franco, Davide Maltoni
Decoupling texture blending and shape warping in face morphing. BIOSIG (2019)
Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini
Fine-Grained Continual Learning. CoRR (2019)
Lorenzo Pellegrini, Gabriele Graffieti, Vincenzo Lomonaco, Davide Maltoni
Latent Replay for Real-Time Continual Learning. CoRR (2019)
Lisa Mazzini, Annalisa Franco, Davide Maltoni
Gesture Recognition by Leap Motion Controller and LSTM Networks for CAD-oriented Interfaces. ICIAP (1) (2019)
Matteo Ferrara, Annalisa Franco, Davide Maltoni
Face Demorphing. IEEE Trans. Inf. Forensics Secur. 13 (4) (2018)
Matteo Ferrara, Annalisa Franco, Davide Maltoni
Face demorphing in the presence of facial appearance variations. EUSIPCO (2018)
Natalia Díaz Rodríguez, Vincenzo Lomonaco, David Filliat, Davide Maltoni
Don't forget, there is more than forgetting: new metrics for Continual Learning. CoRR (2018)
Davide Maltoni, Vincenzo Lomonaco
Continuous Learning in Single-Incremental-Task Scenarios. CoRR (2018)
Annalisa Franco, Davide Maltoni, Serena Papi
Grocery product detection and recognition. Expert Syst. Appl. 81 (2017)
Vincenzo Lomonaco, Davide Maltoni
CORe50: a New Dataset and Benchmark for Continuous Object Recognition. CoRR (2017)
Matteo Ferrara, Raffaele Cappelli, Davide Maltoni
On the Feasibility of Creating Double-Identity Fingerprints. IEEE Trans. Inf. Forensics Secur. 12 (4) (2017)
Ulrich Scherhag, Andreas Nautsch, Christian Rathgeb, Marta Gomez-Barrero, Raymond N. J. Veldhuis, Luuk J. Spreeuwers, Maikel Schils, Davide Maltoni, Patrick Grother, Sébastien Marcel, Ralph Breithaupt, Ramachandra Raghavendra, Christoph Busch
Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting. BIOSIG (2017)
Vincenzo Lomonaco, Davide Maltoni
CORe50: a New Dataset and Benchmark for Continuous Object Recognition. CoRL (2017)
Davide Maltoni, Vincenzo Lomonaco
Semi-supervised tuning from temporal coherence. ICPR (2016)
Serena Papi, Matteo Ferrara, Davide Maltoni, Alexandre Anthonioz
On the Generation of Synthetic Fingerprint Alterations. BIOSIG (2016)
Vincenzo Lomonaco, Davide Maltoni
Comparing Incremental Learning Strategies for Convolutional Neural Networks. ANNPR (2016)
Davide Maltoni, Vincenzo Lomonaco
Semi-supervised Tuning from Temporal Coherence. CoRR (2015)
Simone Buoncompagni, Dario Maio, Davide Maltoni, Serena Papi
Saliency-Based Keypoint Reduction for Augmented-Reality Applications in Smart Cities. ICIAP Workshops (2015)
Raffaele Cappelli, Matteo Ferrara, Davide Maltoni
Large-scale fingerprint identification on GPU. Inf. Sci. 306 (2015)
Aythami Morales, Miguel A. Ferrer, Raffaele Cappelli, Davide Maltoni, Julian Fiérrez, Javier Ortega-Garcia
Synthesis of large scale hand-shape databases for biometric applications. Pattern Recognit. Lett. 68 (2015)
Simone Buoncompagni, Dario Maio, Davide Maltoni, Serena Papi
Saliency-based keypoint selection for fast object detection and matching. Pattern Recognit. Lett. 62 (2015)
Erik M. Rehn, Davide Maltoni
Incremental Learning by Message Passing in Hierarchical Temporal Memory. Neural Comput. 26 (8) (2014)
Matteo Ferrara, Davide Maltoni, Raffaele Cappelli
A Two-Factor Protection Scheme for MCC Fingerprint Templates. BIOSIG (2014)
Aythami Morales, Raffaele Cappelli, Miguel Angel Ferrer-Ballester, Davide Maltoni
Synthesis and Evaluation of High Resolution Hand-Prints. IEEE Trans. Inf. Forensics Secur. 9 (11) (2014)
Matteo Ferrara, Annalisa Franco, Davide Maltoni
The magic passport. IJCB (2014)
Yunlian Sun, Massimo Tistarelli, Davide Maltoni
Structural Similarity based image quality map for face recognition across plastic surgery. BTAS (2013)
Matteo Ferrara, Annalisa Franco, Davide Maltoni, Yunlian Sun
On the Impact of Alterations on Face Photo Recognition Accuracy. ICIAP (1) (2013)
Davide Maltoni, Erik M. Rehn
Incremental Learning by Message Passing in Hierarchical Temporal Memory. ANNPR (2012)
Matteo Ferrara, Davide Maltoni, Raffaele Cappelli
Noninvertible Minutia Cylinder-Code Representation. IEEE Trans. Inf. Forensics Secur. 7 (6) (2012)
Matteo Ferrara, Annalisa Franco, Dario Maio, Davide Maltoni
Face Image Conformance to ISO/ICAO Standards in Machine Readable Travel Documents. IEEE Trans. Inf. Forensics Secur. 7 (4) (2012)
Francesco Turroni, Raffaele Cappelli, Davide Maltoni
Fingerprint enhancement using contextual iterative filtering. ICB (2012)
Raffaele Cappelli, Matteo Ferrara, Davide Maltoni
Fingerprint Indexing Based on Minutia Cylinder-Code. IEEE Trans. Pattern Anal. Mach. Intell. 33 (5) (2011)
Raffaele Cappelli, Matteo Ferrara, Davide Maltoni, Francesco Turroni
Fingerprint verification competition at IJCB2011. IJCB (2011)
Francesco Turroni, Davide Maltoni, Raffaele Cappelli, Dario Maio
Improving Fingerprint Orientation Extraction. IEEE Trans. Inf. Forensics Secur. 6 (3-2) (2011)
Raffaele Cappelli, Matteo Ferrara, Davide Maltoni, Massimo Tistarelli
MCC: A baseline algorithm for fingerprint verification in FVC-onGoing. ICARCV (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Davide Maltoni