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D

Davide Maltoni

university of bologna

48H-index
235Paper Count
1.7WCitation Count
Published Papers 38
Publication Date
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Deductive Logic in Language Models: Horizontal vs. Vertical Reasoning
errMachine Learning and Knowledge Extraction
IF6
err2026-07-23
err0
errOAAI
errDavide Maltoni; Matteo Ferrara
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errSave
Towards on-device continual learning with Binary Neural Networks in industrial scenarios
errIMAGE AND VISION COMPUTING
IF4.2
err2025-05-01
err0
PREAI
errVorabbi, Lorenzo; Carraggi, Angelo; Maltoni, Davide; Borghi, Guido; Santi, Stefano
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errSave
Improving Accomplice Detection in the Morphing Attack
errMACHINE INTELLIGENCE RESEARCH
IF8.7
err2025-04-12
err0
PREAI
errNicoló Di Domenico; Guido Borghi; Annalisa Franco; Davide Maltoni
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errSave
Continual Learning of Regions for Efficient Robot Localization on Large Maps
errIEEE Transactions on Robotics
IF10.5
err2025-01-01
err0
PREAI
errMatteo Scucchia; Davide Maltoni
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errSave
Arithmetic with language models: From memorization to computation
errNEURAL NETWORKS
IF6.3
err2024-11-01
err0
errOAAI
errMaltoni, Davide; Ferrara, Matteo
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errSave
Optimizing Data Flow in Binary Neural Networks
errSENSORS
IF3.5
err2024-07-23
err2
errOAAI
errVorabbi, Lorenzo; Maltoni, Davide; Santi, Stefano
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errSave
Generative negative replay for continual learning
errNEURAL NETWORKS
IF6.3
err2023-05-01
err8
errOAAI
errGraffieti, Gabriele; Maltoni, Davide; Pellegrini, Lorenzo; Lomonaco, Vincenzo
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errSave
A weakly supervised approach for recycling code recognition
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-04-01
err1
PREAI
errPellegrini, Lorenzo; Maltoni, Davide; Graffieti, Gabriele; Lomonaco, Vincenzo; Mazzini, Lisa; Mondardini, Marco; Zappoli, Milena
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errSave
Revelio: A Modular and Effective Framework for Reproducible Training and Evaluation of Morphing Attack Detectors
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errBorghi, Guido; Di Domenico, Nicolo; Franco, Annalisa; Ferrara, Matteo; Maltoni, Davide
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errSave
Is Class-Incremental Enough for Continual Learning?
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2022-03-24
err10
errOAAI
errCossu, Andrea; Graffieti, Gabriele; Pellegrini, Lorenzo; Maltoni, Davide; Bacciu, Davide; Carta, Antonio; Lomonaco, Vincenzo
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errSave
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions
errartificial intelligence review
IF4.6
err2022-02-01
err27
errOAAI
errLomonaco, Vincenzo; Pellegrini, Lorenzo; Rodriguez, Pau; Caccia, Massimo; She, Qi; Chen, Yu; Jodelet, Quentin; Wang, Ruiping; Mai, Zheda; Vazquez, David; Parisi, German, I; Churamani, Nikhil; Pickett, Marc; Laradji, Issam; Maltoni, Davide
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errSave
Face Image Quality Assessment in Electronic ID Documents
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errFranco, Annalisa; Magnani, Antonio; Maltoni, Davide; Maio, Dario; Odorisio, Leonardo; De Maria, Andrea
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errSave
A Double Siamese Framework for Differential Morphing Attack Detection
errSENSORS
IF3.5
err2021-05-16
err18
errOAAI
errBorghi, Guido; Pancisi, Emanuele; Ferrara, Matteo; Maltoni, Davide
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errSave
A Systematic Comparison of Depth Map Representations for Face Recognition
errSENSORS
IF3.5
err2021-01-31
err19
errOAAI
errPini, Stefano; Borghi, Guido; Vezzani, Roberto; Maltoni, Davide; Cucchiara, Rita
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errSave
Morphing Attack Detection-Database, Evaluation Platform, and Benchmarking
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err25
errOAAI
errRaja, Kiran; Ferrara, Matteo; Franco, Annalisa; Spreeuwers, Luuk; Batskos, Ilias; de Wit, Florens; Gomez-Barrero, Marta; Scherhag, Ulrich; Fischer, Daniel; Venkatesh, Sushma Krupa; Singh, Jag Mohan; Li, Guoqiang; Bergeron, Loic; Isadskiy, Sergey; Ramachandra, Raghavendra; Rathgeb, Christian; Frings, Dinusha; Seidel, Uwe; Knopjes, Fons; Veldhuis, Raymond; Maltoni, Davide; Busch, Christoph
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errSave
Automated Artifact Retouching in Morphed Images With Attention Maps
errIEEE ACCESS
IF3.6
err2021-01-01
err11
errOAAI
errBorghi, Guido; Franco, Annalisa; Graffieti, Gabriele; Maltoni, Davide
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errSave
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges
errINFORMATION FUSION
IF15.5
err2020-06-01
err260
errOAAI
errLesort, Timothee; Lomonaco, Vincenzo; Stoian, Andrei; Maltoni, Davide; Filliat, David; Diaz-Rodriguez, Natalia
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errSave
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge
errIEEE ROBOTICS & AUTOMATION MAGAZINE
IF7.1
err2020-06-01
err7
errOAAI
errBae, Heechul; Brophy, Eoin; Chan, Rosa H. M.; Chen, Baoquan; Feng, Fan; Graffieti, Gabriele; Goel, Vidit; Hao, Xinyue; Han, Hyonyoung; Kanagarajah, Sathursan; Kumar, Somesh; Lam, Siew-Kei; Lam, Tin Lun; Lan, Chuanlin; Liu, Qi; Lomonaco, Vincenzo; Ma, Liang; Maltoni, Davide; Parisi, German I.; Pellegrini, Lorenzo; Piyasena, Duvindu; Pu, Shiliang; She, Qi; Sheet, Debdoot; Song, Soonyong; Son, Youngsung; Wang, Zhengwei; Ward, Tomas E.; Wu, Jianwen; Wu, Meiqing; Xie, Di; Xu, Yangsheng; Yang, Lin; Yang, Qihan; Zhong, Qiaoyong; Zhou, Liguang
errShare
errSave
Continuous learning in single-incremental-task scenarios
errNEURAL NETWORKS
IF6.3
err2019-08-01
err173
errOAAI
errMaltoni, Davide; Lomonaco, Vincenzo
errShare
errSave
Face Demorphing
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2018-04-01
err84
PREAI
errFerrara, Matteo; Franco, Annalisa; Maltoni, Davide
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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刘祺 (Qi Liu)
H-index: 67 · Papers: 1.4K
陈
陈宝权 (Baoquan Chen)
H-index: 66 · Papers: 389
J
Julián Fiérrez
H-index: 62 · Papers: 554
C
Christoph Busch
H-index: 60 · Papers: 977
M
M. Caccia
H-index: 55 · Papers: 529
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