Julien Mairal
60 papers · 2008–2025 · 10 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 13 separate collaboration groups - the largest holds only 25% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Julien Mairal?
8 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Jean Ponce, Francis Bach, Rodolphe Jenatton
11 papers
· 2008–2025
· NeurIPS, JMLR, CVPR
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A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations
CVPR 2025
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration
NeurIPS 2021
Lucas-Kanade Reloaded: End-to-End Super-Resolution From Raw Image Bursts
ICCV 2021
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding
NeurIPS 2020
Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration
ECCV 2020
Structured Penalties for Log-Linear Language Models
EMNLP 2013
Convex and Network Flow Optimization for Structured Sparsity
JMLR 2011
Proximal Methods for Hierarchical Sparse Coding
JMLR 2011
Network Flow Algorithms for Structured Sparsity
NeurIPS 2010
Online Learning for Matrix Factorization and Sparse Coding
JMLR 2010
Supervised Dictionary Learning
NeurIPS 2008
5 papers whose co-authors appear nowhere else under this name
The Spectral Bias of Polynomial Neural Networks
ICLR 2022
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks
NeurIPS 2016
Optimization with First-Order Surrogate Functions
ICML 2013
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization
NeurIPS 2013
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows
JMLR 2013