| 2025 | CVPR | MultimodalStudio: A Heterogeneous Sensor Dataset and Framework for Neural Rendering across Multiple Imaging Modalities. | Federico Lincetto, Gianluca Agresti, Mattia Rossi, Pietro Zanuttigh |
| 2024 | ECCV | GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring. | Emanuele Santellani, Martin Zach, Christian Sormann, Mattia Rossi, Andreas Kuhn, Friedrich Fraundorfer |
| 2023 | BMVC | Exploiting Multiple Priors for Neural 3D Indoor Reconstruction. | Federico Lincetto, Gianluca Agresti, Mattia Rossi, Pietro Zanuttigh |
| 2023 | ICCV | S-TREK: Sequential Translation and Rotation Equivariant Keypoints for local feature extraction. | Emanuele Santellani, Christian Sormann, Mattia Rossi, Andreas Kuhn, Friedrich Fraundorfer |
| 2023 | WACV | DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo. | Christian Sormann, Emanuele Santellani, Mattia Rossi, Andreas Kuhn, Friedrich Fraundorfer |
| 2022 | ICPR | MD-Net: Multi-Detector for Local Feature Extraction. | Emanuele Santellani, Christian Sormann, Mattia Rossi, Andreas Kuhn, Friedrich Fraundorfer |
| 2021 | BMVC | IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions. | Christian Sormann, Mattia Rossi, Andreas Kuhn, Friedrich Fraundorfer |
| 2020 | CVPR | Joint Graph-Based Depth Refinement and Normal Estimation. | Mattia Rossi, Mireille El Gheche, Andreas Kuhn, Pascal Frossard |
| 2019 | IECON | A Practical Solution for Torsional Vibrations Evasion in Variable Speed Drives. | Khaled ElShawarby, Roberto Perini, Giovanni Maria Foglia, Antonino Di Gerlando, Mattia Rossi, Francesco Castelli-Dezza |
| 2018 | ICIP | A Nonsmooth Graph-Based Approach to Light Field Super-Resolution. | Mattia Rossi, Mireille El Gheche, Pascal Frossard |
| 2018 | IGARSS | Optical Responses on Multiple Spatial Scales for Assessing Vegetation Dynamics - A Case Study for Alpine Grasslands. | Mattia Rossi, Georg Niedrist, Sarah Asam, Giustino Tonon, Marc Zebisch |
| 2018 | IECON | Voltage Control Comparison for Low-Power DC-DC Converters in EVs: PI and Explicit MPC. | Mattia Rossi, Luigi Piegari, Francesco Castelli-Dezza, Marco Mauri, Maria Stefania Carmeli |
| 2017 | MMSP | Graph-based light field super-resolution. | Mattia Rossi, Pascal Frossard |
| 2016 | IECON | Torsional issues related to variable frequency control of elastic drive systems. | Martin Bruha, Miroslav Byrtus, Kai Pietilinen, Mattia Rossi, Marco Mauri |
| 2014 | ICIP | Luminance driven sparse representation based demosaicking. | Mattia Rossi, Giancarlo Calvagno |
| 2011 | NOSSDAV | Improving HTTP performance using "stateless" TCP. | David A. Hayes, Michael Welzl, Grenville J. Armitage, Mattia Rossi |
| 2011 | NOSSDAV | Inferring the time-zones of prefixes and autonomous systems by monitoring game server discovery traffic. | Mattia Rossi, Philip Branch, Grenville J. Armitage |