Vittorio Mazzia

39 papers A 1Misc 1Journal 28Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey on Knowledge Editing of Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi
2025 — conf
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs.
ACL (Findings)
Luca Cagliero, Lorenzo Vaiani, Eliana Pastor, Alkis Koudounas, Elena Baralis, Vittorio Mazzia, Sandro Pollastrini, Thomas Gueudré, Manuel Giollo, Daniele Amberti, Yue Wu
2025 — conf
MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages.
EMNLP (Findings)
Mayank Kulkarni, Vittorio Mazzia, Judith Gaspers, Chris Hench, Jack FitzGerald
2025 — conf
Privacy Preserving Data Selection for Bias Mitigation in Speech Models.
ACL (6)
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2024 J jnl
A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops.
IEEE Access
Simone Cerrato, Vittorio Mazzia, Francesco Salvetti, Mauro Martini, Simone Angarano, Alessandro Navone, Marcello Chiaberge
2024 J jnl
Back-to-Bones: Rediscovering the role of backbones in domain generalization.
Pattern Recognit.
Simone Angarano, Mauro Martini, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge
2024 — conf
Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models.
ICASSP Workshops
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2024 J jnl
Towards Comprehensive Subgroup Performance Analysis in Speech Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti
2023 J jnl
A Survey on Knowledge Editing of Neural Networks.
CoRR
Vittorio Mazzia, Alessandro Pedrani, Andrea Caciolai, Kay Rottmann, Davide Bernardi
2023 Misc conf
Exploring Subgroup Performance in End-to-End Speech Models.
ICASSP
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti
2022 J jnl
Action Transformer: A self-attention model for short-time pose-based human action recognition.
Pattern Recognit.
Vittorio Mazzia, Simone Angarano, Francesco Salvetti, Federico Angelini, Marcello Chiaberge
2022 J jnl
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization.
CoRR
Simone Angarano, Mauro Martini, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge
2022 — conf
Ultra-Low-Power Range Error Mitigation for Ultra-Wideband Precise Localization.
SAI (2)
Simone Angarano, Francesco Salvetti, Vittorio Mazzia, Giovanni Fantin, Dario Gandini, Marcello Chiaberge
2022 J jnl
Ultra-low-power Range Error Mitigation for Ultra-wideband Precise Localization.
CoRR
Simone Angarano, Francesco Salvetti, Vittorio Mazzia, Giovanni Fantin, Dario Gandini, Marcello Chiaberge
2021 J jnl
A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops.
CoRR
Simone Cerrato, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge
2021 J jnl
Action Transformer: A Self-Attention Model for Short-Time Human Action Recognition.
CoRR
Vittorio Mazzia, Simone Angarano, Francesco Salvetti, Federico Angelini, Marcello Chiaberge
2021 — conf
An Adaptive Row Crops Path Generator with Deep Learning Synergy.
ACIRS
Simone Cerrato, Diego Aghi, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge
2021 A conf
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows.
IROS
Diego Aghi, Simone Cerrato, Vittorio Mazzia, Marcello Chiaberge
2021 J jnl
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows.
CoRR
Diego Aghi, Simone Cerrato, Vittorio Mazzia, Marcello Chiaberge
2021 J jnl
DeepWay: A Deep Learning waypoint estimator for global path generation.
Comput. Electron. Agric.
Vittorio Mazzia, Francesco Salvetti, Diego Aghi, Marcello Chiaberge
2021 J jnl
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery.
CoRR
Mauro Martini, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge
2021 J jnl
Domain-Adversarial Training of Self-Attention-Based Networks for Land Cover Classification Using Multi-Temporal Sentinel-2 Satellite Imagery.
Remote. Sens.
Mauro Martini, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge
2021 J jnl
Efficient-CapsNet: Capsule Network with Self-Attention Routing.
CoRR
Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge
2021 — conf
Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-Wideband.
ICAART (1)
Enrico Sutera, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge
2021 J jnl
Robust ultra-wideband range error mitigation with deep learning at the edge.
Eng. Appl. Artif. Intell.
Simone Angarano, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge
2020 J jnl
A Cost-Effective Person-Following System for Assistive Unmanned Vehicles with Deep Learning at the Edge.
CoRR
Anna Boschi, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge
2020 J jnl
DeepWay: a Deep Learning Estimator for Unmanned Ground Vehicle Global Path Planning.
CoRR
Vittorio Mazzia, Francesco Salvetti, Diego Aghi, Marcello Chiaberge
2020 J jnl
Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN).
CoRR
Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge
2020 J jnl
Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-wideband.
CoRR
Enrico Sutera, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge
2020 J jnl
Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy.
CoRR
Diego Aghi, Vittorio Mazzia, Marcello Chiaberge
2020 J jnl
Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks.
Remote. Sens.
Francesco Salvetti, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge
2020 J jnl
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks.
CoRR
Francesco Salvetti, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge
2020 J jnl
Real-Time Apple Detection System Using Embedded Systems With Hardware Accelerators: An Edge AI Application.
IEEE Access
Vittorio Mazzia, Aleem Khaliq, Francesco Salvetti, Marcello Chiaberge
2020 J jnl
Real-Time Apple Detection System Using Embedded Systems With Hardware Accelerators: An Edge AI Application.
CoRR
Vittorio Mazzia, Francesco Salvetti, Aleem Khaliq, Marcello Chiaberge
2020 J jnl
Robust Ultra-wideband Range Error Mitigation with Deep Learning at the Edge.
CoRR
Simone Angarano, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge
2020 J jnl
UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture.
CoRR
Vittorio Mazzia, Lorenzo Comba, Aleem Khaliq, Marcello Chiaberge, Paolo Gay
2020 J jnl
UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture.
Sensors
Vittorio Mazzia, Lorenzo Comba, Aleem Khaliq, Marcello Chiaberge, Paolo Gay
2019 — conf
Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors Arrays.
LOD
Vittorio Mazzia, Angelo Tartaglia, Marcello Chiaberge, Dario Gandini
2017 — conf
Use of Deep Learning for Automatic Detection of Cracks in Tunnels.
IIH-MSP (1)
Vittorio Mazzia, Fred Daneshgaran, Marina Mondin