Alexandre Boulch
12 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (21)
🤝
Dynamic Duo
(10)
💎
Century Club · Bronze
🗃️
Keyword Collector
(52)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Computer Vision
(10)
Deep Learning
(10)
Analysis
(7)
Domain-Specific
(7)
Machine Learning
(5)
Architectures
(5)
Learning Types · Deep Learning
(5)
Application Areas
(3)
Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Processing
(2)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
point cloud
(4)
autonomous driving
(4)
semantic segmentation
(3)
vision transformer
(2)
knowledge distillation
(2)
3d semantic segmentation
(2)
3d vision
(2)
self-supervised learning
(2)
domain adaptation
(1)
contrastive learning
(1)
object detection
(1)
gaussian splatting
(1)
feature matching
(1)
point cloud registration
(1)
3d occupancy prediction
(1)
scene understanding
(1)
image restoration
(1)
transformer
(1)
zero-shot learning
(1)
3d reconstruction
(1)
Papers
Driving on Registers
CVPR 2026
NAF: Zero-Shot Feature Upsampling via Neighborhood Attention Filtering
CVPR 2026
GaussRender: Learning 3D Occupancy with Gaussian Rendering
ICCV 2025
Three Pillars Improving Vision Foundation Model Distillation for Lidar
CVPR 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation
ECCV 2024
ALSO: Automotive Lidar Self-Supervision by Occupancy Estimation
CVPR 2023
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving
CVPR 2023
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation
ICCV 2023
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
CVPR 2022
POCO: Point Convolution for Surface Reconstruction
CVPR 2022
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds
ICCV 2021
FLOT: Scene Flow on Point Clouds guided by Optimal Transport
ECCV 2020