Adnane Boukhayma
12 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Keyword Collector
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Venues
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Research topics
Computer Vision
(8)
Deep Learning
(8)
Analysis
(8)
Machine Learning
(7)
Learning Types · Deep Learning
(5)
Architectures
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
point cloud
(4)
3d reconstruction
(3)
unsupervised learning
(3)
reproducing kernel hilbert space
(2)
implicit neural representation
(2)
kernel ridge regression
(2)
signed distance function
(2)
neural signed distance function
(2)
deep learning
(1)
neural rendering
(1)
ridge regression
(1)
weak supervision
(1)
gaussian splatting
(1)
motion transfer
(1)
surface normal estimation
(1)
face analysis
(1)
gaussian process regression
(1)
nonlinear regression
(1)
3d pose estimation
(1)
cross-modal learning
(1)
Papers
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models
CVPR 2025
Sparfels: Fast Reconstruction from Sparse Unposed Imagery
ICCV 2025
Toward Robust Neural Reconstruction from Sparse Point Sets
CVPR 2025
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries
ICML 2024
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization
ECCV 2024
Unsupervised Occupancy Learning from Sparse Point Cloud
CVPR 2024
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model
NeurIPS 2023
Few ‘Zero Level Set’-Shot Learning of Shape Signed Distance Functions in Feature Space
ECCV 2022
Cross-Modal Deep Face Normals With Deactivable Skip Connections
CVPR 2020
3D Hand Shape and Pose From Images in the Wild
CVPR 2019
A Decoupled 3D Facial Shape Model by Adversarial Training
ICCV 2019
Surface Motion Capture Transfer With Gaussian Process Regression
CVPR 2017