Luigi Di Stefano
28 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (45) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(4)
π€
Dynamic Duo
(16)
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Deep Specialist
(12)
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Topic Evolution
π§
Keyword Pioneer
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Trend Setter
ποΈ
Keyword Collector
(130)
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Computer Vision
(22)
Analysis
(21)
Machine Learning
(16)
Deep Learning
(13)
Learning Types Β· Machine Learning
(12)
Application Areas
(7)
Architectures
(6)
Processing
(6)
Domain-Specific
(5)
Learning Types Β· Deep Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Models
(4)
Core AI Β· Artificial Intelligence
(3)
Core AI Β· Computer Vision
(2)
Keywords
depth estimation
(5)
self-supervised learning
(5)
point cloud
(5)
3d reconstruction
(5)
semantic segmentation
(4)
stereo matching
(4)
domain adaptation
(4)
scene understanding
(3)
pose estimation
(3)
unsupervised domain adaptation
(3)
neural radiance field
(3)
unsupervised learning
(3)
object detection
(2)
online learning
(2)
disparity estimation
(2)
convolutional neural network
(2)
multimodal learning
(2)
knowledge distillation
(2)
3d vision
(2)
neural rendering
(2)
Papers
Flow Matching for 3D Craniofacial Skeletal Data Generation
MIDL 2026
SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark
ICCV 2025
LLaNA: Large Language and NeRF Assistant
NeurIPS 2024
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping
CVPR 2024
Neural Processing of Tri-Plane Hybrid Neural Fields
ICLR 2024
Deep Learning on Implicit Neural Representations of Shapes
ICLR 2023
Learning Depth Estimation for Transparent and Mirror Surfaces
ICCV 2023
ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects
CVPR 2023
ScanNeRF: A Scalable Benchmark for Neural Radiance Fields
WACV 2023
Self-Distillation for Unsupervised 3D Domain Adaptation
WACV 2023
Open Challenges in Deep Stereo: The Booster Dataset
CVPR 2022
Plugging Self-Supervised Monocular Depth Into Unsupervised Domain Adaptation for Semantic Segmentation
WACV 2022
RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation
CVPR 2022
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries
WACV 2022
Distilled Semantics for Comprehensive Scene Understanding from Videos
CVPR 2020
Learning to Orient Surfaces by Self-supervised Spherical CNNs
NeurIPS 2020
GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching
CVPR 2019
Learning Across Tasks and Domains
ICCV 2019
Learning an Effective Equivariant 3D Descriptor Without Supervision
ICCV 2019
Learning to Adapt for Stereo
CVPR 2019
Real-Time Self-Adaptive Deep Stereo
CVPR 2019
On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation
CVPR 2017
Unsupervised Adaptation for Deep Stereo
ICCV 2017
Large-Scale and Drift-Free Surface Reconstruction Using Online Subvolume Registration
CVPR 2015
Learning a Descriptor-Specific 3D Keypoint Detector
ICCV 2015
BOLD Features to Detect Texture-less Objects
ICCV 2013
Joint Detection, Tracking and Mapping by Semantic Bundle Adjustment
CVPR 2013
Keypoints from Symmetries by Wave Propagation
CVPR 2013