MC
Marco Ciccone
cs.CVcs.LGcs.AIcs.CLcs.GTcs.MAcs.NEcs.SELearningneuroscience
On Valency
published · living versionsW_c28tad43·v1 · currentpublished
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead
with Niccolò Cavagnero, Fernando Dos Santos, Giuseppe Averta, Tatiana Tommasi +1
1 version
Preprints & journals
38 papers in the corpus · 2015–2026Initialization Improves LLM-Driven Discovery2610.00707v1 · Mansi Sakarvadia, Marco Ciccone, Colin Raffel2026 · 0 citationsarXiv
The Appeal and Reality of Recycling LoRAs with Adaptive Merging2602.12323v2 · Haokun Liu, Gyung Hyun Je, Marco Ciccone et al.2026 · 0 citationsarXiv
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation2602.11451v1 · Ahmadreza Jeddi, Marco Ciccone, Babak Taati2026 · 0 citationsarXiv
FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment2602.02680v3 · Riccardo Zaccone, Stefanos Laskaridis, Marco Ciccone et al.2026 · 0 citationsProceedings of the 43rd International Conference on Machine Learning, PMLR, 2026
Schedule-Robust Continual Learning.41042664 · Wang, Ruohan, Ciccone, Marco, Pontil, Massimiliano et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1424-1436
TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior2512.20757v2 · Gul Sena Alt\intas, Malikeh Ehghaghi, Brian Lester et al.2025 · 0 citationsarXiv
Gradient-Sign Masking for Task Vector Transport Across Pre-Trained Models2510.09658v3 · Filippo Rinaldi, Aniello Panariello, Giacomo Salici et al.2025 · 0 citationsarXiv
Domain Generalization using Action Sequences for Egocentric Action Recognition2506.17685v1 · Amirshayan Nasirimajd, Chiara Plizzari, Simone Alberto Peirone et al.2025 · 2 citationsarXiv
Efficient Model Editing with Task-Localized Sparse Fine-tuning2504.02620v1 · Leonardo Iurada, Marco Ciccone, Tatiana Tommasi2025 · 0 citationsarXiv
Interaction-Aware Gaussian Weighting for Clustered Federated Learning2502.03340v2 · Alessandro Licciardi, Davide Leo, Eros Fani et al.2025 · 1 citationarXiv
Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning2412.03752v2 · Debora Caldarola, Pietro Cagnasso, Barbara Caputo et al.2024 · 9 citationsarXiv
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers2406.01116v1 · Eros Fani, Raffaello Camoriano, Barbara Caputo et al.2024 · 1 citationarXiv
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning2406.01820v1 · Leonardo Iurada, Marco Ciccone, Tatiana Tommasi2024 · 9 citationsarXiv
PEM: Prototype-based Efficient MaskFormer for Image Segmentation2402.19422v3 · Niccolo Cavagnero, Gabriele Rosi, Claudia Cuttano et al.2024 · 62 citationsarXiv
Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum2311.18578v3 · Riccardo Zaccone, Sai Praneeth Karimireddy, Carlo Masone et al.2023 · 1 citationarXiv
From Charts to Atlas: Merging Latent Spaces into One2311.06547v1 · Donato Crisostomi, Irene Cannistraci, Luca Moschella et al.2023 · 0 citationsarXiv
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning2310.01366v2 · Debora Caldarola, Barbara Caputo, Marco Ciccone2023 · 4 citationsarXiv
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving2309.13336v2 · Eros Fani, Marco Ciccone, Barbara Caputo2023 · 1 citationarXiv
Adapting to visuomotor rotations in stepped increments increases implicit motor learning.36977740 · Modchalingam, Shanaathanan, Ciccone, Marco, D'Amario, Sebastian et al.2023 · 24 citationsScientific reports. 2023;13(1):5022
Schedule-Robust Online Continual Learning2210.05561v2 · Ruohan Wang, Marco Ciccone, Giulia Luise et al.2022 · 2 citationsarXiv
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning2210.02326v1 · Donald Shenaj, Eros Fani, Marco Toldo et al.2022 · 47 citationsarXiv
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving2206.09161v1 · Luca Carminati, Federico Cacciamani, Marco Ciccone et al.2022 · 2 citationsarXiv
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead2205.14420v1 · Niccolo Cavagnero, Fernando Dos Santos, Marco Ciccone et al.2022 · 36 citationsarXivon Valency
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving2202.13670v3 · Lidia Fantauzzo, Eros Fani, Debora Caldarola et al.2022 · 67 citationsarXiv
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients2201.10899v2 · Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola et al.2022 · 22 citations26th International Conference on Pattern Recognition (ICPR), 2022, pp. 3376-3382
Public Information Representation for Adversarial Team Games2201.10377v1 · Luca Carminati, Federico Cacciamani, Marco Ciccone et al.2022 · 1 citationarXiv
Incremental Learning in Semantic Segmentation from Image Labels2112.01882v3 · Fabio Cermelli, Dario Fontanel, Antonio Tavera et al.2021 · 62 citationsarXiv
Cluster-driven Graph Federated Learning over Multiple Domains2104.14628v1 · Debora Caldarola, Massimiliano Mancini, Fabio Galasso et al.2021 · 97 citationsarXiv
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation2103.12768v2 · Mirco Planamente, Chiara Plizzari, Marco Cannici et al.2021 · 21 citationsarXiv
Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies2102.05026v1 · Federico Cacciamani, Andrea Celli, Marco Ciccone et al.2021 · 4 citationsarXiv
A Differentiable Recurrent Surface for Asynchronous Event-Based Data2001.03455v2 · Marco Cannici, Marco Ciccone, Andrea Romanoni et al.2020 · 122 citationsarXiv
Coordination in Adversarial Sequential Team Games via Multi-Agent Deep Reinforcement Learning1912.07712v1 · Andrea Celli, Marco Ciccone, Raffaele Bongo et al.2019 · 8 citationsarXiv
Attention Mechanisms for Object Recognition with Event-Based Cameras1807.09480v2 · Marco Cannici, Marco Ciccone, Andrea Romanoni et al.2018 · 51 citationsarXiv
ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation1806.05510v2 · Francesco Lattari, Marco Ciccone, Matteo Matteucci et al.2018 · 1 citationarXiv
Asynchronous Convolutional Networks for Object Detection in Neuromorphic Cameras1805.07931v3 · Marco Cannici, Marco Ciccone, Andrea Romanoni et al.2018 · 145 citationsarXiv
NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations1804.07209v4 · Marco Ciccone, Marco Gallieri, Jonathan Masci et al.2018 · 37 citationsarXiv
Multi-View Stereo with Single-View Semantic Mesh Refinement1708.04907v2 · Andrea Romanoni, Marco Ciccone, Francesco Visin et al.2017 · 25 citationsarXiv
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation1511.07053v3 · Francesco Visin, Marco Ciccone, Adriana Romero et al.2015 · 295 citationsarXiv
Career total: 46 works. 38 are in this corpus.
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