A smart watch-based gesture recognition system for assisting people with visual impairments. - Lorenzo Porzi; Stefano Messelodi; Carla Maria Modena; Elisa Ricci 001 (IMMPD@ACM Multimedia, 2013)

Personalizing a smartwatch-based gesture interface with transfer learning. - Gabriele Costante; Lorenzo Porzi; Oswald Lanz; Paolo Valigi; Elisa Ricci 001 (EUSIPCO, 2014)

PhD Forum: Sensor Fusion for Outdoors Augmented Reality on Android. - Lorenzo Porzi (ICDSC, 2014)

Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone. - Lorenzo Porzi; Samuel Rota Bulò; Paolo Valigi; Oswald Lanz; Elisa Ricci 001 (ICDSC, 2014)

Matchability Prediction for Full-Search Template Matching Algorithms. - Adrián Peñate Sánchez; Lorenzo Porzi; Francesc Moreno-Noguer (3DV, 2015)

i-Street: Detection, Identification, Augmentation of Street Plates in a Touristic Mobile Application. - Stefano Messelodi; Carla Maria Modena; Lorenzo Porzi; Paul Chippendale (ICIAP (2), 2015)

Predicting and Understanding Urban Perception with Convolutional Neural Networks. - Lorenzo Porzi; Samuel Rota Bulò; Bruno Lepri; Elisa Ricci 001 (ACM Multimedia, 2015)

Dropout distillation. - Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder (ICML, 2016)

A Deeply-Supervised Deconvolutional Network for Horizon Line Detection. - Lorenzo Porzi; Samuel Rota Bulò; Elisa Ricci 001 (ACM Multimedia, 2016)

Learning Personalized Models for Facial Expression Analysis and Gesture Recognition. - Gloria Zen; Lorenzo Porzi; Enver Sangineto; Elisa Ricci 001; Nicu Sebe (IEEE Trans. Multim., 2016)

AutoDIAL: Automatic Domain Alignment Layers. - Fabio Maria Carlucci; Lorenzo Porzi; Barbara Caputo; Elisa Ricci 001; Samuel Rota Bulò (ICCV, 2017)

Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. - Fabio Maria Carlucci; Lorenzo Porzi; Barbara Caputo; Elisa Ricci 001; Samuel Rota Bulò (ICIAP (1), 2017)

Depth-aware convolutional neural networks for accurate 3D pose estimation in RGB-D images. - Lorenzo Porzi; Adrián Peñate Sánchez; Elisa Ricci 001; Francesc Moreno-Noguer (IROS, 2017)

3D CNNs on Distance Matrices for Human Action Recognition. - Alejandro Hernandez Ruiz; Lorenzo Porzi; Samuel Rota Bulò; Francesc Moreno-Noguer (ACM Multimedia, 2017)

An automatic image-to-DEM alignment approach for annotating mountains pictures on a smartphone. - Lorenzo Porzi; Samuel Rota Bulò; Oswald Lanz; Paolo Valigi; Elisa Ricci 001 (Mach. Vis. Appl., 2017)

Learning Depth-Aware Deep Representations for Robotic Perception. - Lorenzo Porzi; Samuel Rota Bulò; Adrián Peñate Sánchez; Elisa Ricci 001; Francesc Moreno-Noguer (IEEE Robotics Autom. Lett., 2017)

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs. - Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder (CVPR, 2018)

Boosting Domain Adaptation by Discovering Latent Domains. - Massimiliano Mancini; Lorenzo Porzi; Samuel Rota Bulò; Barbara Caputo; Elisa Ricci 001 (CVPR, 2018)

Geometry-Aware Network for Non-Rigid Shape Prediction From a Single View. - Albert Pumarola; Antonio Agudo; Lorenzo Porzi; Alberto Sanfeliu; Vincent Lepetit; Francesc Moreno-Noguer (CVPR, 2018)

Seamless Scene Segmentation. - Lorenzo Porzi; Samuel Rota Bulò; Aleksander Colovic; Peter Kontschieder (CVPR, 2019)

Disentangling Monocular 3D Object Detection. - Andrea Simonelli; Samuel Rota Bulò; Lorenzo Porzi; Manuel Lopez-Antequera; Peter Kontschieder (ICCV, 2019)

Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. - Massimiliano Mancini; Lorenzo Porzi; Fabio Cermelli; Barbara Caputo (ICIAP (2), 2019)

Traffic Sign Detection and Classification around the World. - Christian Ertler; Jerneja Mislej; Tobias Ollmann; Lorenzo Porzi; Yubin Kuang (CoRR, 2019)

Single-Stage Monocular 3D Object Detection with Virtual Cameras. - Andrea Simonelli; Samuel Rota Bulò; Lorenzo Porzi; Elisa Ricci 001; Peter Kontschieder (CoRR, 2019)

The Five Elements of Flow. - Markus Hofinger; Samuel Rota Bulò; Lorenzo Porzi; Arno Knapitsch; Thomas Pock; Peter Kontschieder (CoRR, 2019)

Learning Multi-Object Tracking and Segmentation From Automatic Annotations. - Lorenzo Porzi; Markus Hofinger; Idoia Ruiz; Joan Serrat 002; Samuel Rota Bulò; Peter Kontschieder (CVPR, 2020)

The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale. - Christian Ertler; Jerneja Mislej; Tobias Ollmann; Lorenzo Porzi; Gerhard Neuhold; Yubin Kuang (ECCV (23), 2020)

Improving Optical Flow on a Pyramid Level. - Markus Hofinger; Samuel Rota Bulò; Lorenzo Porzi; Arno Knapitsch; Thomas Pock; Peter Kontschieder (ECCV (28), 2020)

Towards Generalization Across Depth for Monocular 3D Object Detection. - Andrea Simonelli; Samuel Rota Bulò; Lorenzo Porzi; Elisa Ricci 001; Peter Kontschieder (ECCV (22), 2020)

Demystifying Pseudo-LiDAR for Monocular 3D Object Detection. - Andrea Simonelli; Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder; Elisa Ricci 001 (CoRR, 2020)

Improving Panoptic Segmentation at All Scales. - Lorenzo Porzi; Samuel Rota Bulò; Peter Kontschieder (CVPR, 2021)

Are we Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? - Andrea Simonelli; Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder; Elisa Ricci 001 (ICCV, 2021)

Weakly Supervised Multi-Object Tracking and Segmentation. - Idoia Ruiz; Lorenzo Porzi; Samuel Rota Bulò; Peter Kontschieder; Joan Serrat 002 (WACV (Workshops), 2021)

MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation. - Fabio Maria Carlucci; Lorenzo Porzi; Barbara Caputo; Elisa Ricci 001; Samuel Rota Bulò (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Inferring Latent Domains for Unsupervised Deep Domain Adaptation. - Massimiliano Mancini; Lorenzo Porzi; Samuel Rota Bulò; Barbara Caputo; Elisa Ricci 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

AutoRF: Learning 3D Object Radiance Fields from Single View Observations. - Norman Müller; Andrea Simonelli; Lorenzo Porzi; Samuel Rota Bulò; Matthias Nießner; Peter Kontschieder (CVPR, 2022)

Disentangling Monocular 3D Object Detection: From Single to Multi-Class Recognition. - Andrea Simonelli; Samuel Rota Bulò; Lorenzo Porzi; Manuel López-Antequera; Peter Kontschieder (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

DiffRF: Rendering-Guided 3D Radiance Field Diffusion. - Norman Müller; Yawar Siddiqui; Lorenzo Porzi; Samuel Rota Bulò; Peter Kontschieder; Matthias Nießner (CVPR, 2023)

Panoptic Lifting for 3D Scene Understanding with Neural Fields. - Yawar Siddiqui; Lorenzo Porzi; Samuel Rota Bulò; Norman Müller; Matthias Nießner; Angela Dai; Peter Kontschieder (CVPR, 2023)

VR-NeRF: High-Fidelity Virtualized Walkable Spaces. - Linning Xu; Vasu Agrawal; William Laney; Tony Garcia; Aayush Bansal; Changil Kim 001; Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder; Aljaz Bozic; Dahua Lin; Michael Zollhöfer; et al. (SIGGRAPH Asia, 2023)

GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields. - Barbara Roessle; Norman Müller; Lorenzo Porzi; Samuel Rota Bulò; Peter Kontschieder; Matthias Nießner (ACM Trans. Graph., 2023)

Multi-Level Neural Scene Graphs for Dynamic Urban Environments. - Tobias Fischer 004; Lorenzo Porzi; Samuel Rota Bulò; Marc Pollefeys; Peter Kontschieder (CVPR, 2024)

ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing. - Jun-Kun Chen; Samuel Rota Bulò; Norman Müller; Lorenzo Porzi; Peter Kontschieder; Yu-Xiong Wang (CVPR, 2024)

MultiDiff: Consistent Novel View Synthesis from a Single Image. - Norman Müller; Katja Schwarz; Barbara Rössle; Lorenzo Porzi; Samuel Rota Bulò; Matthias Nießner; Peter Kontschieder (CVPR, 2024)

HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces. - Haithem Turki; Vasu Agrawal; Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder; Deva Ramanan; Michael Zollhöfer; Christian Richardt (CVPR, 2024)

Revising Densification in Gaussian Splatting. - Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder (ECCV (63), 2024)

Dynamic 3D Gaussian Fields for Urban Areas. - Tobias Fischer 004; Jonas Kulhanek; Samuel Rota Bulò; Lorenzo Porzi; Marc Pollefeys; Peter Kontschieder (NeurIPS, 2024)

L3DG: Latent 3D Gaussian Diffusion. - Barbara Roessle; Norman Müller; Lorenzo Porzi; Samuel Rota Bulò; Peter Kontschieder; Angela Dai; Matthias Nießner (SIGGRAPH Asia, 2024)

Robust Gaussian Splatting. - François Darmon; Lorenzo Porzi; Samuel Rota Bulò; Peter Kontschieder (CoRR, 2024)

Volumetric Surfaces: Representing Fuzzy Geometries with Multiple Meshes. - Stefano Esposito; Anpei Chen; Christian Reiser; Samuel Rota Bulò; Lorenzo Porzi; Katja Schwarz; Christian Richardt; Michael Zollhöfer; Peter Kontschieder; Andreas Geiger 001 (CoRR, 2024)

Hardware-Rasterized Ray-Based Gaussian Splatting. - Samuel Rota Bulò; Nemanja Bartolovic; Lorenzo Porzi; Peter Kontschieder (CVPR, 2025)

Textured Gaussians for Enhanced 3D Scene Appearance Modeling. - Brian Chao; Hung-Yu Tseng; Lorenzo Porzi; Chen Gao 003; Tuotuo Li; Qinbo Li; Ayush Saraf; Jia-Bin Huang; Johannes Kopf 001; Gordon Wetzstein; Changil Kim 001 (CVPR, 2025)

Volumetric Surfaces: Representing Fuzzy Geometries with Layered Meshes. - Stefano Esposito; Anpei Chen; Christian Reiser; Samuel Rota Bulò; Lorenzo Porzi; Katja Schwarz; Christian Richardt; Michael Zollhöfer; Peter Kontschieder; Andreas Geiger 001 (CVPR, 2025)

A Recipe for Generating 3D Worlds From a Single Image. - Katja Schwarz; Denys Rozumnyi; Samuel Rota Bulò; Lorenzo Porzi; Peter Kontschieder (CoRR, 2025)

FlowR: Flowing from Sparse to Dense 3D Reconstructions. - Tobias Fischer 004; Samuel Rota Bulò; Yung-Hsu Yang; Nikhil Varma Keetha; Lorenzo Porzi; Norman Müller; Katja Schwarz; Jonathon Luiten; Marc Pollefeys; Peter Kontschieder (CoRR, 2025)