| 2026 | ACL | K-Merge: Online Continual Merging of Adapters for On-device Large Language Models. | Donald Shenaj, Ondrej Bohdal, Taha Ceritli, Mete Ozay, Pietro Zanuttigh, Umberto Michieli |
| 2026 | ICPR | Federated Medical Image Classification Under Class and Domain Imbalance Exploiting Synthetic Sample Generation. | Martina Pavan, Matteo Caligiuri, Francesco Barbato, Pietro Zanuttigh |
| 2025 | CVPR | MultimodalStudio: A Heterogeneous Sensor Dataset and Framework for Neural Rendering across Multiple Imaging Modalities. | Federico Lincetto, Gianluca Agresti, Mattia Rossi, Pietro Zanuttigh |
| 2025 | ICCV | LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation. | Donald Shenaj, Ondrej Bohdal, Mete Ozay, Pietro Zanuttigh, Umberto Michieli |
| 2025 | WACV | When Cars Meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather. | Giulia Rizzoli, Matteo Caligiuri, Donald Shenaj, Francesco Barbato, Pietro Zanuttigh |
| 2024 | ECCV | NIGHT - Non-Line-of-Sight Imaging from Indirect Time of Flight Data. | Matteo Caligiuri, Adriano Simonetto, Pietro Zanuttigh |
| 2024 | ECCV | Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation. | Chang Liu, Giulia Rizzoli, Pietro Zanuttigh, Fu Li, Yi Niu |
| 2024 | ECCV | HoloADMM: High-Quality Holographic Complex Field Recovery. | Mazen Mel, Paul Springer, Pietro Zanuttigh, Haitao Zhou, Alexander Gatto |
| 2024 | ICIP | Continual Road-Scene Semantic Segmentation Via Feature-Aligned Symmetric Multi-Modal Network. | Francesco Barbato, Elena Camuffo, Simone Milani, Pietro Zanuttigh |
| 2024 | ICML | ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data. | Carmen Martin-Turrero, Maxence Bouvier, Manuel Breitenstein, Pietro Zanuttigh, Vincent Parret |
| 2024 | IROS | Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection. | Francesco Barbato, Umberto Michieli, Jijoong Moon, Pietro Zanuttigh, Mete Ozay |
| 2024 | MMSys | A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation. | Francesco Barbato, Umberto Michieli, Mehmet Kerim Yucel, Pietro Zanuttigh, Mete Ozay |
| 2024 | WACV | Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers. | Giulia Rizzoli, Donald Shenaj, Pietro Zanuttigh |
| 2023 | BMVC | Exploiting Multiple Priors for Neural 3D Indoor Reconstruction. | Federico Lincetto, Gianluca Agresti, Mattia Rossi, Pietro Zanuttigh |
| 2023 | CVPR | Asynchronous Federated Continual Learning. | Donald Shenaj, Marco Toldo, Alberto Rigon, Pietro Zanuttigh |
| 2023 | ICASSP | DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-based Segmentation Networks. | Francesco Barbato, Giulia Rizzoli, Pietro Zanuttigh |
| 2023 | WACV | Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. | Donald Shenaj, Eros Fan, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo |
| 2022 | BMVC | Joint Reconstruction and Super Resolution of Hyper-Spectral CTIS Images. | Mazen Mel, Alexander Gatto, Pietro Zanuttigh |
| 2022 | CVPR | A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps. | Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh |
| 2021 | CVPR | Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation. | Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh |
| 2021 | CVPR | Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations. | Umberto Michieli, Pietro Zanuttigh |
| 2021 | ICCV | RECALL: Replay-based Continual Learning in Semantic Segmentation. | Andrea Maracani, Umberto Michieli, Marco Toldo, Pietro Zanuttigh |
| 2021 | WACV | Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings. | Marco Toldo, Umberto Michieli, Pietro Zanuttigh |
| 2020 | ECCV | GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild. | Umberto Michieli, Edoardo Borsato, Luca Rossi, Pietro Zanuttigh |
| 2020 | ICPR | Semi-supervised Deep Learning Techniques for Spectrum Reconstruction. | Adriano Simonetto, Pietro Zanuttigh, Vincent Parret, Piergiorgio Sartor, Alexander Gatto |
| 2020 | ICPR | Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training. | Teo Spadotto, Marco Toldo, Umberto Michieli, Pietro Zanuttigh |
| 2019 | CVPR | Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning. | Gianluca Agresti, Henrik Schfer, Piergiorgio Sartor, Pietro Zanuttigh |
| 2019 | CVPR | Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes. | Matteo Biasetton, Umberto Michieli, Gianluca Agresti, Pietro Zanuttigh |
| 2019 | CVPR | Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes. | Matteo Biasetton, Umberto Michieli, Gianluca Agresti, Pietro Zanuttigh |
| 2018 | ECCV | Combination of Spatially-Modulated ToF and Structured Light for MPI-Free Depth Estimation. | Gianluca Agresti, Pietro Zanuttigh |
| 2018 | ECCV | Deep Learning for Multi-path Error Removal in ToF Sensors. | Gianluca Agresti, Pietro Zanuttigh |
| 2017 | ICIP | Deep learning for 3D shape classification from multiple depth maps. | Pietro Zanuttigh, Ludovico Minto |
| 2016 | ECCV | Reliable Fusion of ToF and Stereo Depth Driven by Confidence Measures. | Giulio Marin, Pietro Zanuttigh, Stefano Mattoccia |
| 2016 | ECCV | Scene Segmentation Driven by Deep Learning and Surface Fitting. | Ludovico Minto, Giampaolo Pagnutti, Pietro Zanuttigh |
| 2016 | ICIP | Depth map coding with elastic contours and 3D surface prediction. | Marco Calemme, Pietro Zanuttigh, Simone Milani, Marco Cagnazzo, Batrice Pesquet-Popescu |
| 2015 | FG | 3D hand shape analysis for palm and fingers identification. | Ludovico Minto, Giulio Marin, Pietro Zanuttigh |
| 2014 | ICIP | Hand gesture recognition with leap motion and kinect devices. | Giulio Marin, Fabio Dominio, Pietro Zanuttigh |
| 2014 | ICIP | Scene segmentation from depth and color data driven by surface fitting. | Giampaolo Pagnutti, Pietro Zanuttigh |
| 2013 | MMSP | Handheld scanning with 3D cameras. | Enrico Cappelletto, Pietro Zanuttigh, Guido Maria Cortelazzo |
| 2012 | DCC | Highly Scalable Coding of Depth Maps with Arc Breakpoints. | Reji Mathew, Pietro Zanuttigh, David Taubman |
| 2012 | ECCV | Locally Consistent ToF and Stereo Data Fusion. | Carlo Dal Mutto, Pietro Zanuttigh, Stefano Mattoccia, Guido Maria Cortelazzo |
| 2012 | ICPR | Pairwise similarities for scene segmentation combining color and depth data. | Filippo Bergamasco, Andrea Albarelli, Andrea Torsello, M. Favaro, Pietro Zanuttigh |
| 2012 | MMSP | Scalable depth maps with R-D optimized embedding. | Reji Mathew, David Taubman, Pietro Zanuttigh |
| 2008 | ISCC | Analysis of compressed depth and image streaming on unreliable networks. | Pietro Zanuttigh, Andrea Zanella, Guido M. Cortelazzo |
| 2006 | MMSP | Server Policies For Interactive Transmission Of 3D Scenes. | Pietro Zanuttigh, Nicola Brusco, David Taubman, Guido Maria Cortelazzo |
| 2005 | ICIP | Greedy non-linear approximation of the plenoptic function for interactive transmission of 3D scenes. | Pietro Zanuttigh, Nicola Brusco, David Taubman, Guido M. Cortelazzo |
| 2004 | MMSP | Content-based retrieval of 3D models based on multiple aspects. | Nicola Orio, Pietro Zanuttigh, Guido Maria Cortelazzo |