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ORCIDSamuel Rota Bulò
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2020 – today
- 2024
[c80]Norman Müller, Katja Schwarz, Barbara Rössle, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder:
MultiDiff: Consistent Novel View Synthesis from a Single Image. CVPR 2024: 10258-10268- [c79]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. CVPR 2024: 19647-19656 - [c78]Jun-Kun Chen, Samuel Rota Bulò, Norman Müller, Lorenzo Porzi, Peter Kontschieder, Yu-Xiong Wang:
ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing. CVPR 2024: 21071-21080 - [c77]Tobias Fischer, Lorenzo Porzi, Samuel Rota Bulò, Marc Pollefeys, Peter Kontschieder:
Multi-Level Neural Scene Graphs for Dynamic Urban Environments. CVPR 2024: 21125-21135 - [c76]Samuel Rota Bulò
, Lorenzo Porzi, Peter Kontschieder:
Revising Densification in Gaussian Splatting. ECCV (63) 2024: 347-362 - [c75]Barbara Roessle, Norman Müller, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Angela Dai, Matthias Nießner:
L3DG: Latent 3D Gaussian Diffusion. SIGGRAPH Asia 2024: 37:1-37:11 - [i44]Tobias Fischer, Lorenzo Porzi, Samuel Rota Bulò, Marc Pollefeys, Peter Kontschieder:
Multi-Level Neural Scene Graphs for Dynamic Urban Environments. CoRR abs/2404.00168 (2024) - [i43]François Darmon, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder:
Robust Gaussian Splatting. CoRR abs/2404.04211 (2024) - [i42]Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder:
Revising Densification in Gaussian Splatting. CoRR abs/2404.06109 (2024) - [i41]Tobias Fischer, Jonas Kulhanek, Samuel Rota Bulò, Lorenzo Porzi, Marc Pollefeys, Peter Kontschieder:
Dynamic 3D Gaussian Fields for Urban Areas. CoRR abs/2406.03175 (2024) - [i40]Jun-Kun Chen, Samuel Rota Bulò, Norman Müller, Lorenzo Porzi, Peter Kontschieder, Yu-Xiong Wang:
ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing. CoRR abs/2406.09404 (2024) - [i39]Norman Müller, Katja Schwarz, Barbara Roessle, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder:
MultiDiff: Consistent Novel View Synthesis from a Single Image. CoRR abs/2406.18524 (2024) - [i38]Stefano Esposito, Anpei Chen, Christian Reiser, Samuel Rota Bulò, Lorenzo Porzi, Katja Schwarz, Christian Richardt, Michael Zollhöfer, Peter Kontschieder, Andreas Geiger:
Volumetric Surfaces: Representing Fuzzy Geometries with Multiple Meshes. CoRR abs/2409.02482 (2024) - [i37]Barbara Roessle, Norman Müller, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Angela Dai, Matthias Nießner:
L3DG: Latent 3D Gaussian Diffusion. CoRR abs/2410.13530 (2024) - 2023
- [j29]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): 207:1-207:14 (2023) - [c74]Norman Müller, Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner:
DiffRF: Rendering-Guided 3D Radiance Field Diffusion. CVPR 2023: 4328-4338 - [c73]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: 9043-9052 - [c72]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: 21632-21642 - [c71]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: 43:1-43:12 - [c70]Yung-Hsu Yang, Thomas E. Huang, Min Sun, Samuel Rota Bulò, Peter Kontschieder, Fisher Yu:
Dense Prediction with Attentive Feature Aggregation. WACV 2023: 97-106 - [i36]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 abs/2304.02009 (2023) - [i35]Barbara Roessle, Norman Müller, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner:
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields. CoRR abs/2306.06044 (2023) - [i34]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 abs/2311.02542 (2023) - [i33]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 abs/2312.03160 (2023) - 2022
- [j28]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): 1219-1231 (2022) - [j27]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): 10099-10113 (2022) - [c69]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: 3961-3970 - [i32]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR abs/2201.13338 (2022) - [i31]Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder:
AutoRF: Learning 3D Object Radiance Fields from Single View Observations. CoRR abs/2204.03593 (2022) - [i30]Norman Müller, Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner:
DiffRF: Rendering-Guided 3D Radiance Field Diffusion. CoRR abs/2212.01206 (2022) - [i29]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 abs/2212.09802 (2022) - 2021
- [j26]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): 485-498 (2021) - [j25]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): 4441-4452 (2021) - [c68]Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder:
Improving Panoptic Segmentation at All Scales. CVPR 2021: 7302-7311 - [c67]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: 3205-3213 - [c66]Idoia Ruiz, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Joan Serrat:
Weakly Supervised Multi-Object Tracking and Segmentation. WACV (Workshops) 2021: 125-133 - [i28]Idoia Ruiz, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Joan Serrat:
Weakly Supervised Multi-Object Tracking and Segmentation. CoRR abs/2101.00667 (2021) - [i27]Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. CoRR abs/2103.13873 (2021) - [i26]Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò:
Boosting Binary Masks for Multi-Domain Learning through Affine Transformations. CoRR abs/2103.13894 (2021) - [i25]Yung-Hsu Yang, Thomas E. Huang, Samuel Rota Bulò, Peter Kontschieder, Fisher Yu:
Dense Prediction with Attentive Feature Aggregation. CoRR abs/2111.00770 (2021) - 2020
- [j24]Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò:
Boosting binary masks for multi-domain learning through affine transformations. Mach. Vis. Appl. 31(6): 42 (2020) - [j23]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): 5985-5992 (2020) - [c65]Lorenzo Porzi, Markus Hofinger, Idoia Ruiz, Joan Serrat, Samuel Rota Bulò, Peter Kontschieder:
Learning Multi-Object Tracking and Segmentation From Automatic Annotations. CVPR 2020: 6845-6854 - [c64]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR 2020: 9230-9239 - [c63]Manuel Lopez-Antequera, Pau Gargallo, Markus Hofinger, Samuel Rota Bulò, Yubin Kuang, Peter Kontschieder:
Mapillary Planet-Scale Depth Dataset. ECCV (2) 2020: 589-604 - [c62]Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder:
Towards Generalization Across Depth for Monocular 3D Object Detection. ECCV (22) 2020: 767-782 - [c61]Markus Hofinger, Samuel Rota Bulò, Lorenzo Porzi, Arno Knapitsch, Thomas Pock, Peter Kontschieder:
Improving Optical Flow on a Pyramid Level. ECCV (28) 2020: 770-786 - [c60]Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Shape Consistent 2D Keypoint Estimation under Domain Shift. ICPR 2020: 8037-8044 - [i24]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental Learning in Semantic Segmentation. CoRR abs/2002.00718 (2020) - [i23]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Boosting Deep Open World Recognition by Clustering. CoRR abs/2004.13849 (2020) - [i22]Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Shape Consistent 2D Keypoint Estimation under Domain Shift. CoRR abs/2008.01589 (2020) - [i21]Sebastiano Vascon, Samuel Rota Bulò, Vittorio Murino, Marcello Pelillo:
DSLib: An open source library for the dominant set clustering method. CoRR abs/2010.07906 (2020) - [i20]Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci:
Demystifying Pseudo-LiDAR for Monocular 3D Object Detection. CoRR abs/2012.05796 (2020) - [i19]Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder:
Improving Panoptic Segmentation at All Scales. CoRR abs/2012.07717 (2020)
2010 – 2019
- 2019
- [j22]Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò:
Pure infection-immunization dynamics for partnership games: A correction. Games Econ. Behav. 114: 315-317 (2019) - [j21]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): 2211-2226 (2019) - [c59]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs. CVPR 2019: 6568-6577 - [c58]Lorenzo Porzi, Samuel Rota Bulò, Aleksander Colovic, Peter Kontschieder:
Seamless Scene Segmentation. CVPR 2019: 8277-8286 - [c57]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulò, Nicu Sebe, Elisa Ricci:
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss. CVPR 2019: 9471-9480 - [c56]Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Manuel Lopez-Antequera, Peter Kontschieder:
Disentangling Monocular 3D Object Detection. ICCV 2019: 1991-1999 - [e2]Elisa Ricci, Samuel Rota Bulò, Cees Snoek, Oswald Lanz, Stefano Messelodi, Nicu Sebe:
Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11751, Springer 2019, ISBN 978-3-030-30641-0 [contents] - [e1]Elisa Ricci, Samuel Rota Bulò, Cees Snoek, Oswald Lanz, Stefano Messelodi, Nicu Sebe:
Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11752, Springer 2019, ISBN 978-3-030-30644-1 [contents] - [i18]Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulò, Nicu Sebe, Elisa Ricci:
Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss. CoRR abs/1903.03215 (2019) - [i17]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs. CoRR abs/1903.07062 (2019) - [i16]Lorenzo Porzi, Samuel Rota Bulò, Aleksander Colovic, Peter Kontschieder:
Seamless Scene Segmentation. CoRR abs/1905.01220 (2019) - [i15]Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Manuel López-Antequera, Peter Kontschieder:
Disentangling Monocular 3D Object Detection. CoRR abs/1905.12365 (2019) - [i14]Lorenzo Porzi, Markus Hofinger, Idoia Ruiz, Joan Serrat, Samuel Rota Bulò, Peter Kontschieder:
Learning Multi-Object Tracking and Segmentation from Automatic Annotations. CoRR abs/1912.02096 (2019) - [i13]Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder:
Single-Stage Monocular 3D Object Detection with Virtual Cameras. CoRR abs/1912.08035 (2019) - [i12]Markus Hofinger, Samuel Rota Bulò, Lorenzo Porzi, Arno Knapitsch, Thomas Pock, Peter Kontschieder:
The Five Elements of Flow. CoRR abs/1912.10739 (2019) - 2018
- [j20]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): 410-429 (2018) - [j19]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Robust Place Categorization With Deep Domain Generalization. IEEE Robotics Autom. Lett. 3(3): 2093-2100 (2018) - [c55]Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Boosting Domain Adaptation by Discovering Latent Domains. CVPR 2018: 3771-3780 - [c54]Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder:
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs. CVPR 2018: 5639-5647 - [c53]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: 180-189 - [c52]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: 594-598 - [c51]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Best Sources Forward: Domain Generalization through Source-Specific Nets. ICIP 2018: 1353-1357 - [i11]Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Boosting Domain Adaptation by Discovering Latent Domains. CoRR abs/1805.01386 (2018) - [i10]Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò:
Adding New Tasks to a Single Network with Weight Trasformations using Binary Masks. CoRR abs/1805.11119 (2018) - [i9]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Robust Place Categorization with Deep Domain Generalization. CoRR abs/1805.12048 (2018) - [i8]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Best sources forward: domain generalization through source-specific nets. CoRR abs/1806.05810 (2018) - [i7]Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli:
Is Data Clustering in Adversarial Settings Secure? CoRR abs/1811.09982 (2018) - 2017
- [j18]Samuel Rota Bulò, Marcello Pelillo:
Dominant-set clustering: A review. Eur. J. Oper. Res. 262(1): 1-13 (2017) - [j17]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): 101-115 (2017) - [j16]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): 468-475 (2017) - [j15]Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Learning Deep NBNN Representations for Robust Place Categorization. IEEE Robotics Autom. Lett. 2(3): 1794-1801 (2017) - [j14]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): 2466-2478 (2017) - [c50]Samuel Rota Bulò, Gerhard Neuhold, Peter Kontschieder:
Loss Max-Pooling for Semantic Image Segmentation. CVPR 2017: 7082-7091 - [c49]Gerhard Neuhold, Tobias Ollmann, Samuel Rota Bulò, Peter Kontschieder:
The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes. ICCV 2017: 5000-5009 - [c48]Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò:
AutoDIAL: Automatic Domain Alignment Layers. ICCV 2017: 5077-5085 - [c47]Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò:
Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. ICIAP (1) 2017: 357-369 - [c46]Alejandro Hernandez Ruiz, Lorenzo Porzi, Samuel Rota Bulò, Francesc Moreno-Noguer:
3D CNNs on Distance Matrices for Human Action Recognition. ACM Multimedia 2017: 1087-1095 - [i6]Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò:
Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. CoRR abs/1702.06332 (2017) - [i5]Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Learning Deep NBNN Representations for Robust Place Categorization. CoRR abs/1702.07898 (2017) - [i4]Samuel Rota Bulò, Gerhard Neuhold, Peter Kontschieder:
Loss Max-Pooling for Semantic Image Segmentation. CoRR abs/1704.02966 (2017) - [i3]Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò:
AutoDIAL: Automatic DomaIn Alignment Layers. CoRR abs/1704.08082 (2017) - [i2]Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder:
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs. CoRR abs/1712.02616 (2017) - 2016
- [c45]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: 261-271 - [c44]Samuel Rota Bulò, Peter Kontschieder:
Online Learning with Bayesian Classification Trees. CVPR 2016: 3985-3993 - [c43]Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder:
Dropout distillation. ICML 2016: 99-107 - [c42]Manish Chowdhury, Samuel Rota Bulò, Rodrigo Moreno, Malay Kumar Kundu, Örjan Smedby:
An efficient radiographic Image Retrieval system using Convolutional Neural Network. ICPR 2016: 3134-3139 - [c41]Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulò:
Deep Neural Decision Forests. IJCAI 2016: 4190-4194 - [c40]Lorenzo Porzi, Samuel Rota Bulò, Elisa Ricci:
A Deeply-Supervised Deconvolutional Network for Horizon Line Detection. ACM Multimedia 2016: 137-141 - [p4]Matthias Vestner, Emanuele Rodolà, Thomas Windheuser, Samuel Rota Bulò, Daniel Cremers:
Applying Random Forests to the Problem of Dense Non-rigid Shape Correspondence. Perspectives in Shape Analysis 2016: 231-248 - [i1]Samuel Rota Bulò, Battista Biggio, Ignazio Pillai, Marcello Pelillo, Fabio Roli:
Randomized Prediction Games for Adversarial Machine Learning. CoRR abs/1609.00804 (2016) - 2015
- [j13]Malay Kumar Kundu, Manish Chowdhury, Samuel Rota Bulò:
A graph-based relevance feedback mechanism in content-based image retrieval. Knowl. Based Syst. 73: 254-264 (2015) - [j12]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): 331-357 (2015) - [j11]Farshad Nourbakhsh, Samuel Rota Bulò, Marcello Pelillo:
A matrix factorization approach to graph compression with partial information. Int. J. Mach. Learn. Cybern. 6(4): 523-536 (2015) - [c39]Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, Samuel Rota Bulò:
Deep Neural Decision Forests. ICCV 2015: 1467-1475 - [c38]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: 4660-4668 - [c37]Lorenzo Porzi, Samuel Rota Bulò, Bruno Lepri, Elisa Ricci:
Predicting and Understanding Urban Perception with Convolutional Neural Networks. ACM Multimedia 2015: 139-148 - [c36]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: 150-164 - [c35]Eyasu Zemene Mequanint, Samuel Rota Bulò, Marcello Pelillo:
Dominant-Set Clustering Using Multiple Affinity Matrices. SIMBAD 2015: 186-198 - 2014
- [j10]Emanuele Rodolà, Samuel Rota Bulò, Daniel Cremers:
Robust Region Detection via Consensus Segmentation of Deformable Shapes. Comput. Graph. Forum 33(5): 97-106 (2014) - [j9]Peter Kontschieder, Samuel Rota Bulò, Marcello Pelillo, Horst Bischof:
Structured Labels in Random Forests for Semantic Labelling and Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 36(10): 2104-2116 (2014) - [j8]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: 1-19 (2014) - [c34]Samuel Rota Bulò, Peter Kontschieder:
Neural Decision Forests for Semantic Image Labelling. CVPR 2014: 81-88 - [c33]Emanuele Rodolà, Samuel Rota Bulò, Thomas Windheuser, Matthias Vestner, Daniel Cremers:
Dense Non-rigid Shape Correspondence Using Random Forests. CVPR 2014: 4177-4184 - [c32]André Lourenço, Carlos Carreiras, Samuel Rota Bulò, Ana L. N. Fred:
ECG analysis using consensus clustering. EUSIPCO 2014: 511-515 - [c31]Lorenzo Porzi, Samuel Rota Bulò, Paolo Valigi, Oswald Lanz, Elisa Ricci:
Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone. ICDSC 2014: 13:1-13:6 - [c30]Sinan Mutlu, Samuel Rota Bulò, Oswald Lanz:
Exploiting Color Constancy for Robust Tracking Under Non-uniform Illumination. ICIAR (2) 2014: 403-410 - [c29]Farshad Nourbakhsh, Samuel Rota Bulò, Marcello Pelillo:
A Matrix Factorization Approach to Graph Compression. ICPR 2014: 76-81 - [c28]Battista Biggio, Samuel Rota Bulò, Ignazio Pillai, Michele Mura, Eyasu Zemene Mequanint, Marcello Pelillo, Fabio Roli:
Poisoning Complete-Linkage Hierarchical Clustering. S+SSPR 2014: 42-52 - [p3]Marcello Pelillo, Samuel Rota Bulò:
Clustering Games. Registration and Recognition in Images and Videos 2014: 157-186 - 2013
- [j7]Samuel Rota Bulò, Marcello Pelillo:
A Game-Theoretic Approach to Hypergraph Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 35(6): 1312-1327 (2013) - [c27]Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli:
Is data clustering in adversarial settings secure? AISec 2013: 87-98 - [c26]André Lourenço, Samuel Rota Bulò, Carlos Carreiras, Hugo Silva, Ana L. N. Fred, Marcello Pelillo:
Dominant Set Approach to ECG Biometrics. CIARP (1) 2013: 535-542 - [c25]André Lourenço, Samuel Rota Bulò, Ana L. N. Fred, Marcello Pelillo:
Consensus Clustering with Robust Evidence Accumulation. EMMCVPR 2013: 307-320 - [c24]André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo:
Consensus Clustering Using Partial Evidence Accumulation. IbPRIA 2013: 69-78 - [c23]André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo:
Probabilistic Evidence Accumulation for Clustering Ensembles. ICPRAM 2013: 58-67 - [c22]André Lourenço, Samuel Rota Bulò, Nicola Rebagliati, Ana L. N. Fred, Mário A. T. Figueiredo, Marcello Pelillo:
A MAP Approach to Evidence Accumulation Clustering. ICPRAM (Selected Papers) 2013: 85-100 - [c21]Nicola Rebagliati, Samuel Rota Bulò, Marcello Pelillo:
Correlation Clustering with Stochastic Labellings. SIMBAD 2013: 120-133 - [p2]Ana L. N. Fred, André Lourenço, Helena Aidos, Samuel Rota Bulò, Nicola Rebagliati, Mário A. T. Figueiredo, Marcello Pelillo:
Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm. Similarity-Based Pattern Analysis and Recognition 2013: 85-117 - [p1]Marcello Pelillo, Samuel Rota Bulò, Andrea Torsello, Andrea Albarelli, Emanuele Rodolà:
A Game-Theoretic Approach to Pairwise Clustering and Matching. Similarity-Based Pattern Analysis and Recognition 2013: 179-216 - 2012
- [j6]Peter Kontschieder, Samuel Rota Bulò, Michael Donoser, Marcello Pelillo, Horst Bischof:
Evolutionary Hough Games for coherent object detection. Comput. Vis. Image Underst. 116(11): 1149-1158 (2012) - [c20]Samuel Rota Bulò, Peter Kontschieder, Marcello Pelillo, Horst Bischof:
Structured Local Predictors for image labelling. CVPR 2012: 3530-3537 - [c19]Andrea Marin, Samuel Rota Bulò, Simonetta Balsamo:
A Numerical Algorithm for the Decomposition of Cooperating Structured Markov Processes. MASCOTS 2012: 401-410 - [c18]Peter Kontschieder, Samuel Rota Bulò, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof:
Context-Sensitive Decision Forests for Object Detection. NIPS 2012: 440-448 - 2011
- [j5]Samuel Rota Bulò, Marcello Pelillo, Immanuel M. Bomze:
Graph-based quadratic optimization: A fast evolutionary approach. Comput. Vis. Image Underst. 115(7): 984-995 (2011) - [j4]Samuel Rota Bulò, Immanuel M. Bomze:
Infection and immunization: A new class of evolutionary game dynamics. Games Econ. Behav. 71(1): 193-211 (2011) - [j3]Samuel Rota Bulò, Massimo Rabbi, Marcello Pelillo:
Content-based image retrieval with relevance feedback using random walks. Pattern Recognit. 44(9): 2109-2122 (2011) - [c17]Peter Kontschieder, Samuel Rota Bulò, Michael Donoser, Marcello Pelillo, Horst Bischof:
Semantic Image Labelling as a Label Puzzle Game. BMVC 2011: 1-12 - [c16]Peter Kontschieder, Samuel Rota Bulò, Horst Bischof, Marcello Pelillo:
Structured class-labels in random forests for semantic image labelling. ICCV 2011: 2190-2197 - [c15]Andrea Marin, Samuel Rota Bulò:
Explicit solutions for queues with hypo-exponential service time and applications to product-form analysis. VALUETOOLS 2011: 166-175 - 2010
- [c14]Samuel Rota Bulò, Marcello Pelillo:
Probabilistic Clustering Using the Baum-Eagon Inequality. ICPR 2010: 1429-1432 - [c13]Samuel Rota Bulò, Immanuel M. Bomze, Marcello Pelillo:
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems. SSPR/SPR 2010: 275-285 - [c12]Samuel Rota Bulò, André Lourenço, Ana L. N. Fred, Marcello Pelillo:
Pairwise Probabilistic Clustering Using Evidence Accumulation. SSPR/SPR 2010: 395-404 - [c11]Samuel Rota Bulò, Marcello Pelillo:
A New Spectral Bound on the Clique Number of Graphs. SSPR/SPR 2010: 680-689
2000 – 2009
- 2009
- [j2]Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo:
A game-theoretic approach to partial clique enumeration. Image Vis. Comput. 27(7): 911-922 (2009) - [j1]Samuel Rota Bulò, Marcello Pelillo:
A generalization of the Motzkin-Straus theorem to hypergraphs. Optim. Lett. 3(2): 287-295 (2009) - [c10]Andrea Albarelli, Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo:
Matching as a non-cooperative game. ICCV 2009: 1319-1326 - [c9]Andrea Albarelli, Emanuele Rodolà, Samuel Rota Bulò, Andrea Torsello:
Fast 3D surface reconstruction by unambiguous compound phase coding. ICCV Workshops 2009: 1670-1677 - [c8]Samuel Rota Bulò, Marcello Pelillo:
New Bounds on the Clique Number of Graphs Based on Spectral Hypergraph Theory. LION 2009: 45-58 - [c7]Andrea Marin, Samuel Rota Bulò:
A general algorithm to compute the steady-state solution of product-form cooperating Markov chains. MASCOTS 2009: 1-10 - [c6]Samuel Rota Bulò, Marcello Pelillo:
A Game-Theoretic Approach to Hypergraph Clustering. NIPS 2009: 1571-1579 - 2008
- [c5]Samuel Rota Bulò, Andrea Albarelli, Andrea Torsello, Marcello Pelillo:
A hypergraph-based approach to affine parameters estimation. ICPR 2008: 1-4 - [c4]Andrea Torsello, Samuel Rota Bulò, Marcello Pelillo:
Beyond partitions: Allowing overlapping groups in pairwise clustering. ICPR 2008: 1-4 - 2007
- [c3]Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo:
A Continuous-Based Approach for Partial Clique Enumeration. GbRPR 2007: 61-70 - [c2]Samuel Rota Bulò, Marcello Pelillo:
A Continuous Characterization of Maximal Cliques in k-Uniform Hypergraphs. LION 2007: 220-233 - 2006
- [c1]Andrea Torsello, Samuel Rota Bulò, Marcello Pelillo:
Grouping with Asymmetric Affinities: A Game-Theoretic Perspective. CVPR (1) 2006: 292-299
Coauthor Index
[c80] [c79] [c78] [c77] [c76] [c75] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [j29] [c74] [c73] [c72] [c71] [c70] [i36] [i35] [i34] [i33] [j28] [c69] [i31] [i30] [i29] [c68] [c67] [c66] [i28] [i25] [c65] [c63] [c62] [c61] [i20] [i19] [c58] [c56] [i16] [i15] [i14] [i13] [i12] [c54] [c50] [c49] [i4] [i2] [c45] [c44] [c43] [c41] [c39] [j9] [c34] [j6] [c20] [c18] [c17] [c16]
[c80] [c79] [c78] [c77] [c76] [c75] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [j29] [c74] [c73] [c71] [i35] [i34] [i33] [j28] [c69] [i31] [i30] [i29] [j26] [j25] [c68] [c67] [c66] [i28] [i27] [c65] [c62] [c61] [i20] [i19] [c58] [c56] [i16] [i15] [i14] [i13] [i12] [c55] [c54] [i11] [j17] [j16] [c48] [c47] [c46] [i6] [i3] [i2] [c43] [c40] [c37] [c31]
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