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Julien Mairal

Identifiers

  • name variant Julien Mairal 0.60 · backfill

Papers (24)

  1. SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining cs.CV · 2026 · author #4
  2. Beyond MMSE: Enhancing PnP Restoration with ProxiMAP cs.CV · 2026 · author #5
  3. DINOv3 cs.CV · 2025 · author #23
  4. Vision Transformers Need Registers cs.CV · 2023 · author #3
  5. DINOv2: Learning Robust Visual Features without Supervision cs.CV · 2023 · author #23
  6. Emerging Properties in Self-Supervised Vision Transformers cs.CV · 2021 · author #5
  7. A Kernel Perspective for Regularizing Deep Neural Networks stat.ML · 2018 · author #4
  8. Unsupervised Learning of Artistic Styles with Archetypal Style Analysis stat.ML · 2018 · author #3
  9. Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice stat.ML · 2017 · author #2
  10. BlitzNet: A Real-Time Deep Network for Scene Understanding cs.CV · 2017 · author #3
  11. Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations stat.ML · 2017 · author #2
  12. Catalyst Acceleration for Gradient-Based Non-Convex Optimization stat.ML · 2017 · author #4
  13. Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite-Sum Structure stat.ML · 2016 · author #2
  14. End-to-End Kernel Learning with Supervised Convolutional Kernel Networks stat.ML · 2016 · author #1
  15. DOLPHIn - Dictionary Learning for Phase Retrieval math.OC · 2016 · author #3
  16. A Universal Catalyst for First-Order Optimization math.OC · 2015 · author #2
  17. On learning to localize objects with minimal supervision cs.CV · 2014 · author #4
  18. Complexity Analysis of the Lasso Regularization Path stat.ML · 2012 · author #1
  19. Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows stat.ML · 2012 · author #1
  20. Learning Hierarchical and Topographic Dictionaries with Structured Sparsity cs.LG · 2011 · author #1
  21. Dictionary Learning for Deblurring and Digital Zoom cs.LG · 2011 · author #2
  22. Structured sparsity through convex optimization cs.LG · 2011 · author #5
  23. Optimization with Sparsity-Inducing Penalties cs.LG · 2011 · author #5
  24. Convex and Network Flow Optimization for Structured Sparsity math.OC · 2011 · author #1

Mentions

  • 1403.1024 #4 · backfill · confidence 0.70 Julien Mairal
  • 1205.0079 #1 · backfill · confidence 0.70 Julien Mairal
  • 1204.4539 #1 · backfill · confidence 0.70 Julien Mairal
  • 1110.4481 #1 · backfill · confidence 0.70 Julien Mairal
  • 1110.0957 #2 · backfill · confidence 0.70 Julien Mairal
  • 1109.2397 #5 · backfill · confidence 0.70 Julien Mairal
  • 1108.0775 #5 · backfill · confidence 0.70 Julien Mairal
  • 2605.21075 #4 · arxiv_oai · confidence 0.70 Julien Mairal
  • 1104.1872 #1 · backfill · confidence 0.70 Julien Mairal
  • 2605.16396 #5 · arxiv_oai · confidence 0.70 Julien Mairal
  • 2104.14294 #5 · arxiv_oai · confidence 0.70 Julien Mairal

Frequent Coauthors