Samuel Rota Bulò

38 papers · 2014–2025 · 7 conferences · across top CS/AI conferences

Achievements

+14 more ↓

🐝 Cross-Pollinator (7) 🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🏃 Academic Marathon (11) 🌈 Renaissance Researcher (5)

🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (62) 🏠 Conference Loyalist (22) 🔬 Deep Specialist (15) 🤝 Dynamic Duo (31) 🏆 Keyword Champion (2) 🧬 Topic Evolution 📈 Trend Setter ⚡ Prolific Year (6) ❓ The Questioner 🔥 Unstoppable (12) 🗃️ Keyword Collector (155) 💎 Century Club (38)

Conferences

CVPR (22) ICCV (8) ECCV (4) ICML (1) IJCAI (1) NIPS (1) WACV (1)

Top co-authors

Peter Kontschieder (31) Lorenzo Porzi (24) Elisa Ricci (8) Norman Müller (6) Matthias Nießner (4) Katja Schwarz (4) Andrea Simonelli (4) Barbara Caputo (4) Markus Hofinger (3) Marc Pollefeys (3)

Keywords

novel view synthesis (7) semantic segmentation (5) neural radiance field (5) convolutional neural network (4) view synthesis (4) 3d reconstruction (4) diffusion model (3) neural rendering (3) volumetric rendering (3) panoptic segmentation (3) deep neural network (2) domain adaptation (2) representation learning (2) 3d generation (2) instance segmentation (2) scene graph (2) self-supervised learning (2) depth estimation (2) unsupervised domain adaptation (2) object detection (2)

Papers

Hardware-Rasterized Ray-Based Gaussian Splatting CVPR 2025 FlowR: Flowing from Sparse to Dense 3D Reconstructions ICCV 2025 A Recipe for Generating 3D Worlds from a Single Image ICCV 2025 Volumetric Surfaces: Representing Fuzzy Geometries with Layered Meshes CVPR 2025 Dynamic 3D Gaussian Fields for Urban Areas NIPS 2024 HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces CVPR 2024 MultiDiff: Consistent Novel View Synthesis from a Single Image CVPR 2024 ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing CVPR 2024 Multi-Level Neural Scene Graphs for Dynamic Urban Environments CVPR 2024 Revising Densification in Gaussian Splatting ECCV 2024 Panoptic Lifting for 3D Scene Understanding With Neural Fields CVPR 2023 Dense Prediction With Attentive Feature Aggregation WACV 2023 DiffRF: Rendering-Guided 3D Radiance Field Diffusion CVPR 2023 OrienterNet: Visual Localization in 2D Public Maps With Neural Matching CVPR 2023 AutoRF: Learning 3D Object Radiance Fields From Single View Observations CVPR 2022 Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? ICCV 2021 Improving Panoptic Segmentation at All Scales CVPR 2021 Modeling the Background for Incremental Learning in Semantic Segmentation CVPR 2020 Learning Multi-Object Tracking and Segmentation From Automatic Annotations CVPR 2020 Mapillary Planet-Scale Depth Dataset ECCV 2020 Towards Generalization Across Depth for Monocular 3D Object Detection ECCV 2020 Improving Optical Flow on a Pyramid Level ECCV 2020 Disentangling Monocular 3D Object Detection ICCV 2019 AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs CVPR 2019 Seamless Scene Segmentation CVPR 2019 Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019 In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR 2018 Boosting Domain Adaptation by Discovering Latent Domains CVPR 2018 Loss Max-Pooling for Semantic Image Segmentation CVPR 2017 The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes ICCV 2017 AutoDIAL: Automatic DomaIn Alignment Layers ICCV 2017 Deep Neural Decision Forests IJCAI 2016 Online Learning With Bayesian Classification Trees CVPR 2016 Dropout distillation ICML 2016 Deep Neural Decision Forests ICCV 2015 Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations From Surveillance Videos ICCV 2015 Neural Decision Forests for Semantic Image Labelling CVPR 2014 Dense Non-Rigid Shape Correspondence using Random Forests CVPR 2014