Samuel Rota Bulò

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 95

Top Venues

CoRR

CVPR

ICCV

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Linning Xu, Vasu Agrawal, William Laney, Tony Garcia, Aayush Bansal, Changil Kim, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Aljaz Bozic, Dahua Lin, Michael Zollhöfer, Christian Richardt
VR-NeRF: High-Fidelity Virtualized Walkable Spaces. SIGGRAPH Asia (2023)
Paul-Edouard Sarlin, Daniel DeTone, Tsun-Yi Yang, Armen Avetisyan, Julian Straub, Tomasz Malisiewicz, Samuel Rota Bulò, Richard A. Newcombe, Peter Kontschieder, Vasileios Balntas
OrienterNet: Visual Localization in 2D Public Maps with Neural Matching. CVPR (2023)
Paul-Edouard Sarlin, Daniel DeTone, Tsun-Yi Yang, Armen Avetisyan, Julian Straub, Tomasz Malisiewicz, Samuel Rota Bulò, Richard A. Newcombe, Peter Kontschieder, Vasileios Balntas
OrienterNet: Visual Localization in 2D Public Maps with Neural Matching. CoRR (2023)
Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Norman Müller, Matthias Nießner, Angela Dai, Peter Kontschieder
Panoptic Lifting for 3D Scene Understanding with Neural Fields. CVPR (2023)
Barbara Roessle, Norman Müller, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields. ACM Trans. Graph. 42 (6) (2023)
Norman Müller, Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner
DiffRF: Rendering-Guided 3D Radiance Field Diffusion. CVPR (2023)
Haithem Turki, Vasu Agrawal, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Deva Ramanan, Michael Zollhöfer, Christian Richardt
HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces. CoRR (2023)
Barbara Roessle, Norman Müller, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields. CoRR (2023)
Linning Xu, Vasu Agrawal, William Laney, Tony Garcia, Aayush Bansal, Changil Kim, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Aljaz Bozic, Dahua Lin, Michael Zollhöfer, Christian Richardt
VR-NeRF: High-Fidelity Virtualized Walkable Spaces. CoRR (2023)
Yung-Hsu Yang, Thomas E. Huang, Min Sun, Samuel Rota Bulò, Peter Kontschieder, Fisher Yu
Dense Prediction with Attentive Feature Aggregation. WACV (2023)
Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Norman Müller, Matthias Nießner, Angela Dai, Peter Kontschieder
Panoptic Lifting for 3D Scene Understanding with Neural Fields. CoRR (2022)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Norman Müller, Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner
DiffRF: Rendering-Guided 3D Radiance Field Diffusion. CoRR (2022)
Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder
AutoRF: Learning 3D Object Radiance Fields from Single View Observations. CoRR (2022)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR (2022)
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Manuel López-Antequera, Peter Kontschieder
Disentangling Monocular 3D Object Detection: From Single to Multi-Class Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder
AutoRF: Learning 3D Object Radiance Fields from Single View Observations. CVPR (2022)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (2) (2021)
Idoia Ruiz, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Joan Serrat
Weakly Supervised Multi-Object Tracking and Segmentation. CoRR (2021)
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci
Are we Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? ICCV (2021)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. CoRR (2021)
Idoia Ruiz, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Joan Serrat
Weakly Supervised Multi-Object Tracking and Segmentation. WACV (Workshops) (2021)
Yung-Hsu Yang, Thomas E. Huang, Samuel Rota Bulò, Peter Kontschieder, Fisher Yu
Dense Prediction with Attentive Feature Aggregation. CoRR (2021)
Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder
Improving Panoptic Segmentation at All Scales. CVPR (2021)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Boosting Binary Masks for Multi-Domain Learning through Affine Transformations. CoRR (2021)
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder
Towards Generalization Across Depth for Monocular 3D Object Detection. ECCV (22) (2020)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Boosting Deep Open World Recognition by Clustering. CoRR (2020)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR (2020)
Manuel Lopez-Antequera, Pau Gargallo, Markus Hofinger, Samuel Rota Bulò, Yubin Kuang, Peter Kontschieder
Mapillary Planet-Scale Depth Dataset. ECCV (2) (2020)
Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder
Improving Panoptic Segmentation at All Scales. CoRR (2020)
Markus Hofinger, Samuel Rota Bulò, Lorenzo Porzi, Arno Knapitsch, Thomas Pock, Peter Kontschieder
Improving Optical Flow on a Pyramid Level. ECCV (28) (2020)
Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Shape Consistent 2D Keypoint Estimation under Domain Shift. ICPR (2020)
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci
Demystifying Pseudo-LiDAR for Monocular 3D Object Detection. CoRR (2020)
Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Shape Consistent 2D Keypoint Estimation under Domain Shift. CoRR (2020)
Sebastiano Vascon, Samuel Rota Bulò, Vittorio Murino, Marcello Pelillo
DSLib: An open source library for the dominant set clustering method. CoRR (2020)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Boosting Deep Open World Recognition by Clustering. IEEE Robotics Autom. Lett. 5 (4) (2020)
Lorenzo Porzi, Markus Hofinger, Idoia Ruiz, Joan Serrat, Samuel Rota Bulò, Peter Kontschieder
Learning Multi-Object Tracking and Segmentation From Automatic Annotations. CVPR (2020)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental Learning in Semantic Segmentation. CoRR (2020)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Boosting binary masks for multi-domain learning through affine transformations. Mach. Vis. Appl. 31 (6) (2020)
Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò
Pure infection-immunization dynamics for partnership games: A correction. Games Econ. Behav. 114 (2019)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs. CVPR (2019)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs. CoRR (2019)
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder
Single-Stage Monocular 3D Object Detection with Virtual Cameras. CoRR (2019)
Lorenzo Porzi, Markus Hofinger, Idoia Ruiz, Joan Serrat, Samuel Rota Bulò, Peter Kontschieder
Learning Multi-Object Tracking and Segmentation from Automatic Annotations. CoRR (2019)
Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò
First-order Methods for the Impatient: Support Identification in Finite Time with Convergent Frank-Wolfe Variants. SIAM J. Optim. 29 (3) (2019)
Markus Hofinger, Samuel Rota Bulò, Lorenzo Porzi, Arno Knapitsch, Thomas Pock, Peter Kontschieder
The Five Elements of Flow. CoRR (2019)
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Manuel Lopez-Antequera, Peter Kontschieder
Disentangling Monocular 3D Object Detection. ICCV (2019)
Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulò, Nicu Sebe, Elisa Ricci
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss. CVPR (2019)
Lorenzo Porzi, Samuel Rota Bulò, Aleksander Colovic, Peter Kontschieder
Seamless Scene Segmentation. CVPR (2019)
Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulò, Nicu Sebe, Elisa Ricci
Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss. CoRR (2019)
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Manuel López-Antequera, Peter Kontschieder
Disentangling Monocular 3D Object Detection. CoRR (2019)
Lorenzo Porzi, Samuel Rota Bulò, Aleksander Colovic, Peter Kontschieder
Seamless Scene Segmentation. CoRR (2019)
Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
Is Data Clustering in Adversarial Settings Secure? CoRR (2018)
Jagannadan Varadarajan, Ramanathan Subramanian, Samuel Rota Bulò, Narendra Ahuja, Oswald Lanz, Elisa Ricci
Joint Estimation of Human Pose and Conversational Groups from Social Scenes. Int. J. Comput. Vis. 126 (2-4) (2018)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Best Sources Forward: Domain Generalization through Source-Specific Nets. ICIP (2018)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Best sources forward: domain generalization through source-specific nets. CoRR (2018)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Robust Place Categorization With Deep Domain Generalization. IEEE Robotics Autom. Lett. 3 (3) (2018)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Boosting Domain Adaptation by Discovering Latent Domains. CoRR (2018)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Adding New Tasks to a Single Network with Weight Trasformations using Binary Masks. CoRR (2018)
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Robust Place Categorization with Deep Domain Generalization. CoRR (2018)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks. ECCV Workshops (2) (2018)
Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs. CVPR (2018)
Andrea Simonelli, Francesco G. B. De Natale, Stefano Messelodi, Samuel Rota Bulò
Increasingly Specialized Ensemble of Convolutional Neural Networks for Fine-Grained Recognition. ICIP (2018)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Boosting Domain Adaptation by Discovering Latent Domains. CVPR (2018)
Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Learning Deep NBNN Representations for Robust Place Categorization. CoRR (2017)
Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs. CoRR (2017)
Samuel Rota Bulò, Gerhard Neuhold, Peter Kontschieder
Loss Max-Pooling for Semantic Image Segmentation. CVPR (2017)
Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli
Randomized Prediction Games for Adversarial Machine Learning. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
AutoDIAL: Automatic DomaIn Alignment Layers. CoRR (2017)
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. ICIAP (1) (2017)
Gerhard Neuhold, Tobias Ollmann, Samuel Rota Bulò, Peter Kontschieder
The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes. ICCV (2017)
Lorenzo Porzi, Samuel Rota Bulò, Adrián Peñate Sánchez, Elisa Ricci, Francesc Moreno-Noguer
Learning Depth-Aware Deep Representations for Robotic Perception. IEEE Robotics Autom. Lett. 2 (2) (2017)
Alejandro Hernandez Ruiz, Lorenzo Porzi, Samuel Rota Bulò, Francesc Moreno-Noguer
3D CNNs on Distance Matrices for Human Action Recognition. ACM Multimedia (2017)
Lorenzo Porzi, Samuel Rota Bulò, Oswald Lanz, Paolo Valigi, Elisa Ricci
An automatic image-to-DEM alignment approach for annotating mountains pictures on a smartphone. Mach. Vis. Appl. 28 (1-2) (2017)
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
AutoDIAL: Automatic Domain Alignment Layers. ICCV (2017)
Samuel Rota Bulò, Gerhard Neuhold, Peter Kontschieder
Loss Max-Pooling for Semantic Image Segmentation. CoRR (2017)
Samuel Rota Bulò, Marcello Pelillo
Dominant-set clustering: A review. Eur. J. Oper. Res. 262 (1) (2017)
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. CoRR (2017)
Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Learning Deep NBNN Representations for Robust Place Categorization. IEEE Robotics Autom. Lett. 2 (3) (2017)
Manish Chowdhury, Samuel Rota Bulò, Rodrigo Moreno, Malay Kumar Kundu, Örjan Smedby
An efficient radiographic Image Retrieval system using Convolutional Neural Network. ICPR (2016)
Advait Sarkar, Cecily Morrison, Jonas F. Dorn, Rishi Bedi, Saskia Steinheimer, Jacques Boisvert, Jessica Burggraaff, Marcus D'Souza, Peter Kontschieder, Samuel Rota Bulò, Lorcan Walsh, Christian P. Kamm, Yordan Zaykov, Abigail Sellen, Siân E. Lindley
Setwise Comparison: Consistent, Scalable, Continuum Labels for Computer Vision. CHI (2016)
Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulò
Deep Neural Decision Forests. IJCAI (2016)
Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli
Randomized Prediction Games for Adversarial Machine Learning. CoRR (2016)
Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder
Dropout distillation. ICML (2016)
Samuel Rota Bulò, Peter Kontschieder
Online Learning with Bayesian Classification Trees. CVPR (2016)
Lorenzo Porzi, Samuel Rota Bulò, Elisa Ricci
A Deeply-Supervised Deconvolutional Network for Horizon Line Detection. ACM Multimedia (2016)
Elisa Ricci, Jagannadan Varadarajan, Ramanathan Subramanian, Samuel Rota Bulò, Narendra Ahuja, Oswald Lanz
Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations from Surveillance Videos. ICCV (2015)
Helena Aidos, André Lourenço, Diana Batista, Samuel Rota Bulò, Ana L. N. Fred
Semi-Supervised Consensus Clustering for ECG Pathology Classification. ECML/PKDD (3) (2015)
Malay Kumar Kundu, Manish Chowdhury, Samuel Rota Bulò
A graph-based relevance feedback mechanism in content-based image retrieval. Knowl. Based Syst. 73 (2015)
Farshad Nourbakhsh, Samuel Rota Bulò, Marcello Pelillo
A matrix factorization approach to graph compression with partial information. Int. J. Mach. Learn. Cybern. 6 (4) (2015)
André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo
Probabilistic consensus clustering using evidence accumulation. Mach. Learn. 98 (1-2) (2015)
Eyasu Zemene Mequanint, Samuel Rota Bulò, Marcello Pelillo
Dominant-Set Clustering Using Multiple Affinity Matrices. SIMBAD (2015)
Lorenzo Porzi, Samuel Rota Bulò, Bruno Lepri, Elisa Ricci
Predicting and Understanding Urban Perception with Convolutional Neural Networks. ACM Multimedia (2015)
Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulò
Deep Neural Decision Forests. ICCV (2015)
Andrea Marin, Samuel Rota Bulò
Explicit solutions for queues with Hypo- or Hyper-exponential service time distribution and application to product-form approximations. Perform. Evaluation 81 (2014)
Emanuele Rodolà, Samuel Rota Bulò, Daniel Cremers
Robust Region Detection via Consensus Segmentation of Deformable Shapes. Comput. Graph. Forum 33 (5) (2014)
Lorenzo Porzi, Samuel Rota Bulò, Paolo Valigi, Oswald Lanz, Elisa Ricci
Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone. ICDSC (2014)
Emanuele Rodolà, Samuel Rota Bulò, Thomas Windheuser, Matthias Vestner, Daniel Cremers
Dense Non-rigid Shape Correspondence Using Random Forests. CVPR (2014)
Farshad Nourbakhsh, Samuel Rota Bulò, Marcello Pelillo
A Matrix Factorization Approach to Graph Compression. ICPR (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Samuel Rota Bulò