Adnane Boukhayma

Reseach, Datasets, Teaching

adnane.boukhayma(at)inria.fr

I am a tenured research scientist (chargé de recherche) at Inria Rennes. Previously I was a postdoc at the University of Oxford. I completed my PhD before that at Inria Grenoble.

   

Research

SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization

M. Younes, A. Ouasfi, A. Boukhayma
ECCV 2024
Project | PDF | Code | Data


SPARK: Self-supervised Personalized Real-time Monocular Face Capture

K. Baert, S. Bharadwaj, F. Castan, B. Maujean, M. Christie, V. Abrevaya, A. Boukhayma
SIGGRAPH Asia 2024
Project | PDF | Code | Data


Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries

A. Ouasfi, A. Boukhayma
ICML 2024
PDF | Code


Unsupervised Occupancy Learning from Sparse Point Cloud

A. Ouasfi, A. Boukhayma
CVPR 2024 (Highlight)
PDF | Code


GeoTransfer: Generalizable Few-Shot Multi-View Reconstruction via Transfer Learning

S. Jena, F. Multon, A. Boukhayma
ECCV Workshop 2024
Project | PDF | Code


Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model

A. Ouasfi, A. Boukhayma
NeurIPS 2023
PDF | Code


Mixing-Denoising Generalizable Occupancy Networks

A. Ouasfi, A. Boukhayma
3DV 2024
PDF | Code


Few-Shot Multi-Human Neural Rendering Using Geometry Constraints

Q. Li, V. Abrevaya, F. Multon, A. Boukhayma
arXiv 2023
PDF | Code


Contact-conditioned hand-held object reconstruction from single-view images

X. Wang, Y. Li, A. Boukhayma, C. Wang, M. Christie
C&G 2023
PDF


Learning Generalizable Light Field Networks from Few Images

Q. Li, F. Multon, A. Boukhayma
ICASSP 2023
PDF | Code


Few ‘Zero Level Set’-Shot Learning of Shape Signed Distance Functions in Feature Space

A. Ouasfi, A. Boukhayma
ECCV 2022
PDF | Code


Neural Mesh-Based Graphics

S. Jena, F. Multon, A. Boukhayma
ECCV Workshop 2022
PDF | Code


3D Human Shape and Pose from a Single Depth Image with Deep Dense Correspondence Enabled Model Fitting

X. Wang, A. Boukhayma, S. Prevost, E. Desjardin, C. Loscos, F. Multon
EG Poster 2022
PDF


Dual Mesh Convolutional Networks for Human Shape Correspondence

N. Verma, A. Boukhayma, J. Verbeek, E. Boyer
3DV 2021 (Oral)
PDF


Neural Human Deformation Transfer

J. Basset, A. Boukhayma, S. Wuhrer, F. Multon, E. Boyer
3DV 2021
PDF


Monocular Human Shape and Pose with Dense Mesh-borne Local Image Features

S. Jena, F. Multon, A. Boukhayma
FG 2021
PDF | Code


Cross-modal Deep Face Normals with Deactivable Skip Connections

V. Abrevaya*, A. Boukhayma*, P. Torr, E. Boyer (*equal contrib.)
CVPR 2020 (Oral)
PDF | Code


DGPose: Deep Generative Models for Human Body Analysis

R. de Bem, A. Ghosh, T. Ajanthan, O. Miksik, A. Boukhayma, N. Siddharth, P. Torr
IJCV 2020
PDF


A Decoupled 3D Facial Shape Model by Adversarial Training

V. Abrevaya, A. Boukhayma, S. Wuhrer, E. Boyer
ICCV 2019 (Oral)
PDF


3D Hand Shape and Pose from Images in the Wild

A. Boukhayma, R. de Bem, P. Torr
CVPR 2019 (Oral)
PDF | Code


A Conditional Deep Generative Model of People in Natural Images

R. de Bem, A. Ghosh, A. Boukhayma, T. Ajanthan, N. Siddharth, P. Torr
WACV 2019
PDF


Domain Partitioning Network

B. Csaba, A. Boukhayma, V. Kulharia, A. Horváth, P. Torr
arXiv 2019
PDF


Surface Motion Capture Animation Synthesis

A. Boukhayma, E. Boyer
TVCG 2018
PDF


Surface Motion Capture Transfer with Gaussian Process Regression

A. Boukhayma, J. Franco, E. Boyer
CVPR 2017
PDF


Controllable Variation Synthesis for Surface Motion Capture

A. Boukhayma, E. Boyer
3DV 2017
PDF


Eigen Appearance Maps of Dynamic Shapes

A. Boukhayma, V. Tsiminaki, J. Franco, E. Boyer
ECCV 2016
PDF | Data


Video based Animation Synthesis with the Essential Graph

A. Boukhayma, E. Boyer
3DV 2015 (Oral)
PDF | Data


Surface Motion Capture Animation

A. Boukhayma
PhD Thesis
PDF


Datasets

Synthetic Rendered Hands


4D Textured Human Shapes


4D Human Shapes


Teaching

Coming soon..