Sotabase

Career

· Professor, Ecole Normale Supérieure (ENS)2023–
· Co-founder, Enhance Lab2023–
· Global Distinguished Professor, New York University (NYU)2023–
· Research Director, Inria2017–2022
· Visiting Faculty, New York University (NYU)2017–2022
· Professor, University of Illinois at Urbana-Champaign (UIUC)1990–2006
· Doctorat d'Etat, University of Paris Orsay1988–
· Sr. Research Associate, Stanford University1985–1989
· Visiting Researcher, MIT1984–1985
· Doctorat de Troisi`eme Cycle, University of Paris Orsay1983–
· Research Scientist, Inria1982–1985
· Mathematics, Ecole Normale Supérieure de l'Enseignement Technique1978–1982

Publications (565)

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories
Computer Vision and Pattern Recognition · 2006
8,854
cited
Computer Vision: A Modern Approach
2002
4,427
cited
Online Learning for Matrix Factorization and Sparse Coding
Journal of machine learning research · 2009
2,671
cited
Accurate, Dense, and Robust Multi-View Stereopsis
2007 IEEE Conference on Computer Vision and Pattern Recognition · 2007
2,592
cited
Online dictionary learning for sparse coding
International Conference on Machine Learning · 2009
2,413
cited
Non-local sparse models for image restoration
IEEE International Conference on Computer Vision · 2009
1,843
cited
A Theoretical Analysis of Feature Pooling in Visual Recognition
International Conference on Machine Learning · 2010
1,378
cited
A sparse texture representation using local affine regions
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005
1,248
cited
Supervised Dictionary Learning
Neural Information Processing Systems · 2008
1,196
cited
Learning mid-level features for recognition
2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2010
1,157
cited
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
International Conference on Learning Representations · 2021
1,124
cited
Task-Driven Dictionary Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010
906
cited
Learning a convolutional neural network for non-uniform motion blur removal
Computer Vision and Pattern Recognition · 2015
895
cited
Discriminative learned dictionaries for local image analysis
2008 IEEE Conference on Computer Vision and Pattern Recognition · 2008
818
cited
Non-uniform Deblurring for Shaken Images
International Journal of Computer Vision · 2010
775
cited
Sparse Modeling for Image and Vision Processing
Foundations and Trends in Computer Graphics and Vision · 2014
501
cited
Discriminative clustering for image co-segmentation
2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2010
499
cited
A tensor-based algorithm for high-order graph matching
2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009
486
cited
3D Object Modeling and Recognition Using Local Affine-Invariant Image Descriptors and Multi-View Spatial Constraints
International Journal of Computer Vision · 2006
461
cited
General Road Detection From a Single Image
IEEE Transactions on Image Processing · 2010
427
cited
Sotabase