Samuel Rota Bulò
38 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (51) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Conference Loyalist
(22)
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Deep Specialist
(15)
🤝
Dynamic Duo
(31)
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Topic Evolution
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Keyword Champion
(2)
🧭
Keyword Pioneer
🔥
Unstoppable · Silver
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The Questioner
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Keyword Collector
(154)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
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Research topics
Computer Vision
(24)
Analysis
(24)
Deep Learning
(21)
Machine Learning
(16)
Core Methods
(9)
Learning Types · Deep Learning
(9)
Architectures
(7)
Generation
(7)
Models
(7)
Application Areas
(6)
Learning Types · Machine Learning
(5)
Computer Science
(3)
Applications
(3)
Processing
(3)
Artificial Intelligence
(2)
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
A Recipe for Generating 3D Worlds from a Single Image
ICCV 2025
FlowR: Flowing from Sparse to Dense 3D Reconstructions
ICCV 2025
Hardware-Rasterized Ray-Based Gaussian Splatting
CVPR 2025
Volumetric Surfaces: Representing Fuzzy Geometries with Layered Meshes
CVPR 2025
ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing
CVPR 2024
Dynamic 3D Gaussian Fields for Urban Areas
NeurIPS 2024
HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces
CVPR 2024
MultiDiff: Consistent Novel View Synthesis from a Single Image
CVPR 2024
Multi-Level Neural Scene Graphs for Dynamic Urban Environments
CVPR 2024
Revising Densification in Gaussian Splatting
ECCV 2024
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
Panoptic Lifting for 3D Scene Understanding With Neural Fields
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
Improving Optical Flow on a Pyramid Level
ECCV 2020
Learning Multi-Object Tracking and Segmentation From Automatic Annotations
CVPR 2020
Mapillary Planet-Scale Depth Dataset
ECCV 2020
Modeling the Background for Incremental Learning in Semantic Segmentation
CVPR 2020
Towards Generalization Across Depth for Monocular 3D Object Detection
ECCV 2020
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs
CVPR 2019
Disentangling Monocular 3D Object Detection
ICCV 2019
Seamless Scene Segmentation
CVPR 2019
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss
CVPR 2019
Boosting Domain Adaptation by Discovering Latent Domains
CVPR 2018
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
CVPR 2018
AutoDIAL: Automatic DomaIn Alignment Layers
ICCV 2017
Loss Max-Pooling for Semantic Image Segmentation
CVPR 2017
The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes
ICCV 2017
Deep Neural Decision Forests
IJCAI 2016
Dropout distillation
ICML 2016
Online Learning With Bayesian Classification Trees
CVPR 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
Dense Non-Rigid Shape Correspondence using Random Forests
CVPR 2014
Neural Decision Forests for Semantic Image Labelling
CVPR 2014