Julien Valentin
19 papers · 2015–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26)
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Keyword Collector
(80)
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Trend Setter
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(13)
Analysis
(12)
Deep Learning
(7)
Machine Learning
(6)
Generation
(5)
Architectures
(3)
Domain-Specific
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Computer Science
(1)
Application Areas
(1)
Keywords
3d reconstruction
(4)
neural rendering
(3)
neural radiance field
(3)
depth estimation
(2)
regression forest
(2)
instance segmentation
(2)
online learning
(1)
self-supervised learning
(1)
few-shot learning
(1)
object detection
(1)
scene understanding
(1)
data augmentation
(1)
point cloud
(1)
adversarial learning
(1)
human pose estimation
(1)
pose estimation
(1)
superpixel segmentation
(1)
3d human reconstruction
(1)
computer graphics
(1)
face recognition
(1)
Papers
MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild
CVPR 2024
ReLoo: Reconstructing Humans Dressed in Loose Garments from Monocular Video in the Wild
ECCV 2024
BlendFields: Few-Shot Example-Driven Facial Modeling
CVPR 2023
DigiFace-1M: 1 Million Digital Face Images for Face Recognition
WACV 2023
Dynamic Point Fields
ICCV 2023
X-Avatar: Expressive Human Avatars
CVPR 2023
3D Face Reconstruction with Dense Landmarks
ECCV 2022
Learning to Fit Morphable Models
ECCV 2022
FastNeRF: High-Fidelity Neural Rendering at 200FPS
ICCV 2021
SPSG: Self-Supervised Photometric Scene Generation From RGB-D Scans
CVPR 2021
ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation
CVPR 2020
Multiview Aggregation for Learning Category-Specific Shape Reconstruction
NeurIPS 2019
Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation
CVPR 2019
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems
ECCV 2018
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction
ECCV 2018
Low Compute and Fully Parallel Computer Vision With HashMatch
ICCV 2017
On-The-Fly Adaptation of Regression Forests for Online Camera Relocalisation
CVPR 2017
UltraStereo: Efficient Learning-Based Matching for Active Stereo Systems
CVPR 2017
Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization
CVPR 2015