← Authors

Luigi Di Stefano

27 papers · 2013–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (47) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (10) 🌟 Keyword Trendsetter Combo (3) πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (15) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (115) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (27)

Conferences

CVPR (12) ICCV (7) WACV (4) ICLR (2) NIPS (2)

Top co-authors

Samuele Salti (15) Pierluigi Zama Ramirez (13) Riccardo Spezialetti (7) Matteo Poggi (7) Stefano Mattoccia (6) Fabio Tosi (5) Adriano Cardace (5) Alessio Tonioni (4) Federico Tombari (3) Luca De Luigi (3)

Keywords

depth estimation (5) self-supervised learning (5) point cloud (5) semantic segmentation (4) domain adaptation (4) stereo matching (4) 3d reconstruction (4) scene understanding (3) pose estimation (3) unsupervised learning (3) unsupervised domain adaptation (3) neural radiance field (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

SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark ICCV 2025
Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping CVPR 2024
LLaNA: Large Language and NeRF Assistant NIPS 2024
Neural Processing of Tri-Plane Hybrid Neural Fields ICLR 2024
ScanNeRF: A Scalable Benchmark for Neural Radiance Fields WACV 2023
ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects CVPR 2023
Learning Depth Estimation for Transparent and Mirror Surfaces ICCV 2023
Deep Learning on Implicit Neural Representations of Shapes ICLR 2023
Self-Distillation for Unsupervised 3D Domain Adaptation WACV 2023
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries WACV 2022
Open Challenges in Deep Stereo: The Booster Dataset CVPR 2022
RGB-Multispectral Matching: Dataset, Learning Methodology, Evaluation CVPR 2022
Plugging Self-Supervised Monocular Depth Into Unsupervised Domain Adaptation for Semantic Segmentation WACV 2022
Distilled Semantics for Comprehensive Scene Understanding from Videos CVPR 2020
Learning to Orient Surfaces by Self-supervised Spherical CNNs NIPS 2020
Learning to Adapt for Stereo CVPR 2019
Learning an Effective Equivariant 3D Descriptor Without Supervision ICCV 2019
Learning Across Tasks and Domains ICCV 2019
Real-Time Self-Adaptive Deep Stereo CVPR 2019
GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching CVPR 2019
Unsupervised Adaptation for Deep Stereo ICCV 2017
On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation CVPR 2017
Learning a Descriptor-Specific 3D Keypoint Detector ICCV 2015
Large-Scale and Drift-Free Surface Reconstruction Using Online Subvolume Registration CVPR 2015
Keypoints from Symmetries by Wave Propagation CVPR 2013
Joint Detection, Tracking and Mapping by Semantic Bundle Adjustment CVPR 2013
BOLD Features to Detect Texture-less Objects ICCV 2013