Mathieu Aubry
24 papers · 2014–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (10) πΊοΈ Taxonomy Completionist (43)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Conference Pioneer
π
Century Club
(24)
β‘
Prolific Year
(5)
π
Trend Setter
π₯
Unstoppable
(7)
ποΈ
Keyword Collector
(94)
Conferences
CVPR (9)
ECCV (7)
NIPS (5)
ICCV (2)
CORL (1)
Top co-authors
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
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans
CVPR 2024
Diffusion Models as Data Mining Tools
ECCV 2024
General Detection-based Text Line Recognition
NIPS 2024
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
NIPS 2023
Focal Length and Object Pose Estimation via Render and Compare
CVPR 2022
MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare
CORL 2022
Online Segmentation of LiDAR Sequences: Dataset and Algorithm
ECCV 2022
Improving Neural Implicit Surfaces Geometry With Patch Warping
CVPR 2022
Share with Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
ECCV 2022
Unsupervised Layered Image Decomposition Into Object Prototypes
ICCV 2021
Re-ranking for image retrieval and transductive few-shot classification
NIPS 2021
Single-View Robot Pose and Joint Angle Estimation via Render & Compare
CVPR 2021
RANSAC-Flow: Generic Two-stage Image Alignment
ECCV 2020
Deep Transformation-Invariant Clustering
NIPS 2020
CosyPose: Consistent multi-view multi-object 6D pose estimation
ECCV 2020
Impact of base dataset design on few-shot image classification
ECCV 2020
Learning elementary structures for 3D shape generation and matching
NIPS 2019
Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning
CVPR 2019
A Papier-MΓ’chΓ© Approach to Learning 3D Surface Generation
CVPR 2018
3D-CODED: 3D Correspondences by Deep Deformation
ECCV 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