Mathieu Aubry
24 papers · 2014–2024 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Keyword Collector
(94)
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Trend Setter
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
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Prolific Year · Productive
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Century Club · Bronze
Venues
Top co-authors
Research topics
Computer Vision
(14)
Analysis
(13)
Deep Learning
(10)
Machine Learning
(10)
Learning Types · Deep Learning
(6)
Learning Types · Machine Learning
(6)
Core Methods
(4)
Processing
(4)
Architectures
(3)
Generation
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Applications
(2)
Core AI
(2)
Keywords
object detection
(4)
render and compare
(3)
cad model
(3)
3d vision
(3)
pose estimation
(3)
convolutional neural network
(3)
scene understanding
(2)
image clustering
(2)
6d pose estimation
(2)
shape generation
(2)
neural rendering
(2)
3d shape generation
(2)
unsupervised learning
(2)
image retrieval
(1)
transductive learning
(1)
few-shot learning
(1)
computer vision
(1)
feature learning
(1)
representation learning
(1)
principal component analysis
(1)
Papers
Diffusion Models as Data Mining Tools
ECCV 2024
General Detection-based Text Line Recognition
NeurIPS 2024
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans
CVPR 2024
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
NeurIPS 2023
Focal Length and Object Pose Estimation via Render and Compare
CVPR 2022
Improving Neural Implicit Surfaces Geometry With Patch Warping
CVPR 2022
MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare
CoRL 2022
Online Segmentation of LiDAR Sequences: Dataset and Algorithm
ECCV 2022
Share with Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
ECCV 2022
Re-ranking for image retrieval and transductive few-shot classification
NeurIPS 2021
Single-View Robot Pose and Joint Angle Estimation via Render & Compare
CVPR 2021
Unsupervised Layered Image Decomposition Into Object Prototypes
ICCV 2021
CosyPose: Consistent multi-view multi-object 6D pose estimation
ECCV 2020
Deep Transformation-Invariant Clustering
NeurIPS 2020
Impact of base dataset design on few-shot image classification
ECCV 2020
RANSAC-Flow: Generic Two-stage Image Alignment
ECCV 2020
Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning
CVPR 2019
Learning elementary structures for 3D shape generation and matching
NeurIPS 2019
3D-CODED: 3D Correspondences by Deep Deformation
ECCV 2018
A Papier-Mâché Approach to Learning 3D Surface Generation
CVPR 2018
Deep Exemplar 2D-3D Detection by Adapting From Real to Rendered Views
CVPR 2016
Learning Dense Correspondence via 3D-Guided Cycle Consistency
CVPR 2016
Understanding Deep Features With Computer-Generated Imagery
ICCV 2015
Seeing 3D Chairs: Exemplar Part-based 2D-3D Alignment using a Large Dataset of CAD Models
CVPR 2014