Marco Ciccone

Schedule-Robust Online Continual Learning. BibTex

Ruohan Wang*, Marco Ciccone*, Giulia Luise, Andrew Yapp, Massimiliano Pontil, Carlo Ciliberto

Under Review, 2022.

Accelerating Heterogeneous Federated Learning with Closed-form Classifiers. BibTex

Eros Fanì, Raffaello Camoriano, Barbara Caputo, Marco Ciccone

ICML, 2024.

Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning. BibTex

Leonardo Iurada, Marco Ciccone, Tatiana Tommasi

CVPR, 2024.

PEM: Prototype-based Efficient MaskFormer for Image Segmentation. BibTex

Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli

CVPR, 2024.

Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. BibTex

Donald Shenaj*, Eros Fanì*, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli†, Marco Ciccone†, Pietro Zanuttigh†, Barbara Caputo†

WACV, 2023.

Transient-Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead. BibTex

Niccolò Cavagnero, Fernando Dos Santos, Marco Ciccone, Giuseppe Averta, Tatiana Tommasi, Paolo Rech

IOLTS, 2022.

Improving Generalization in Federated Learning by Seeking Flat Minima. BibTex

Debora Caldarola*, Barbara Caputo, Marco Ciccone*

ECCV, 2022.

FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. BibTex

Lidia Fantauzzo*, Eros Fanì*, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo

IROS, 2022.

A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving. BibTex

Luca Carminati, Federico Cacciamani, Marco Ciccone, Nicola Gatti

ICML, 2022. (Earlier version: NeurIPS 2021 CooperativeAI Workshop)

Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. BibTex

Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo

ICPR, 2022.

Incremental Learning in Semantic Segmentation from Image Labels. BibTex

Fabio Cermelli*, Dario Fontanel*, Antonio Tavera*, Marco Ciccone, Barbara Caputo

CVPR, 2022.

DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation. BibTex

Mirco Planamente*, Chiara Plizzari*, Marco Cannici*, Marco Ciccone, Francesco Strada, Andrea Bottino, Matteo Matteucci, Barbara Caputo

IROS + RAL, 2021.

Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies. BibTex

Federico Cacciamani, Andrea Celli, Marco Ciccone, Nicola Gatti

AAMAS, 2021. (Earlier version: NeurIPS 2020 CooperativeAI Workshop)

A Differentiable Recurrent Surface for Asynchronous Event-Based Data. Appendix BibTex

Marco Cannici, Marco Ciccone, Andrea Romanoni, Matteo Matteucci

ECCV, 2020.

Attention Mechanisms for Object Recognition with Event-Based Cameras. BibTex

Marco Cannici, Marco Ciccone, Andrea Romanoni, Matteo Matteucci

WACV, 2019.

NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations. Appendix BibTex

Marco Ciccone*, Marco Gallieri*, Jonathan Masci, Christian Osendorfer, Faustino Gomez

NeurIPS, 2018.

Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients. BibTex

Andrea Silvi*, Andrea Rizzardi*, Debora Caldarola*, Barbara Caputo, Marco Ciccone

IEEE Access, 2024.

From Charts to Atlas: Merging Latent Spaces into One. BibTex

Donato Crisostomi, Irene Cannistraci, Luca Moschella, Pietro Barbiero, Marco Ciccone, Pietro Lio, Emanuele Rodolà

NeurReps Workshop @ NeurIPS, 2023.

Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. BibTex

Debora Caldarola, Barbara Caputo, Marco Ciccone

WiCV @ ICCV, 2023.

Public Information Representation for Adversarial Team Games. BibTex

Luca Carminati, Federico Cacciamani, Marco Ciccone, Nicola Gatti

CooperativeAI Workshop - NeurIPS, 2021.
Best Paper Award / Spotlight Talk

Cluster-driven Graph Federated Learning over Multiple Domains. BibTex

Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo

Learning from Limited and Imperfect Data (L2ID) Workshop - CVPR, 2021.

N-ROD: a Neuromorphic Dataset for Synthetic-to-Real Domain Adaptation. BibTex

Marco Cannici*, Chiara Plizzari*, Mirco Planamente*, Marco Ciccone, Andrea Bottino, Matteo Matteucci, Barbara Caputo

Workshop on Event-based Vision and Smart Cameras - CVPR, 2021.

Asynchronous Convolutional Networks for Object Detection in Neuromorphic Cameras. Appendix BibTex

Marco Cannici, Marco Ciccone, Andrea Romanoni, Matteo Matteucci

Workshop on Event-based Vision and Smart Cameras - CVPR, 2019.
Best Paper Award

ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation. BibTex

Francesco Lattari*, Marco Ciccone*, Matteo Matteucci, Jonathan Masci, Francesco Visin

The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018.

Multi-View Stereo with Single-View Semantic Mesh Refinement. BibTex

Andrea Romanoni, Marco Ciccone, Francesco Visin, Matteo Matteucci

3D Reconstruction Meets Semantic Workshop - ICCV, 2017.

ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation. BibTex

Francesco Visin, Marco Ciccone, Adriana Romero, Kyle Kastner, Kyunghyun Cho, Yoshua Bengio, Matteo Matteucci, Aaron Courville

DeepVision Workshop - CVPR, 2016.
Best Paper Award

Coordination in Adversarial Sequential Team Games via Multi-Agent Deep Reinforcement Learning. BibTex

Andrea Celli, Marco Ciccone, Raffaele Bongo, Nicola Gatti

Arxiv, 2019.

On Iterative and Conditional Computation for Visual Representation Learning. BibTex

Marco Ciccone Advised by Prof.Matteo Matteucci, Jonathan Masci

Ph.D. Thesis (Computer Science and Engineering), Politecnico di Milano, 2021.

[Ph.D Defense Slides]

Semantic Segmentation of Urban Scenes using Recurrent Deep Neural Networks. BibTex

Marco Ciccone Advised by Ph.D.Francesco Visin, Prof.Matteo Matteucci

M.Sc. Thesis (Computer Science and Engineering), Politecnico di Milano, 2016.