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Mallat, Stéphane

  1. Invariant Scattering Convolution Networks
    2012/03/05 by Bruna, Joan, Mallat, Stéphane · 23 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Kymatio: Scattering Transforms in Python
    2018/12/28 by Mathieu Andreux, Tomás Angles, Andreux, Mathieu +33 · 1 voice · 6 citations
    #cs.LG #cs.CV #cs.SD #eess.AS #stat.ML
  3. Phase Recovery, MaxCut and Complex Semidefinite Programming
    2012/06/01 by Irène Waldspurger, Alexandre d’Aspremont, Waldspurger, Irène +3 · 23 citations
    Physics and Astronomy · Materials Science · Computer Science · #Advanced X-ray Imaging Techniques #Electron and X-Ray Spectroscopy Techniques #Optical measurement and interference techniques
  4. Group Invariant Scattering
    2011/01/12 by Mallat, Stéphane · 16 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA)
  5. Rigid-Motion Scattering for Texture Classification
    2014/03/07 by Laurent Sifre, Stéphane Mallat, SIfre, Laurent +1 · 14 citations
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Medical Image Segmentation Techniques
  6. Deep Roto-Translation Scattering for Object Classification
    2014/12/30 by Edouard Oyallon, Oyallon, Edouard, Stéphane Mallat +1 · 5 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Remote-Sensing Image Classification
  7. Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity
    2010/06/15 by Guoshen Yu, Guillermo Sapiro, Yu, Guoshen +3 · 2 citations
    Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Medical Image Segmentation Techniques
  8. A Rainbow in Deep Network Black Boxes
    2023/05/29 by Florentin Guth, Guth, Florentin, Brice Ménard +5 · 2 voices · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Signal Processing (eess.SP) #cs.CV #cs.LG #eess.SP #electronic engineering #information engineering
  9. Audio Texture Synthesis with Scattering Moments
    2013/11/02 by Joan Bruna, Bruna, Joan, Stéphane Mallat +1 · 2 citations
    Computer Science · #Applications (stat.AP) #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing
  10. Deep Network Classification by Scattering and Homotopy Dictionary Learning
    2019/10/08 by Louis Thiry, Zarka, John, Tomás Angles +4 · 3 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques
  11. Phase retrieval for the Cauchy wavelet transform
    2014/04/04 by Stéphane Mallat, Mallat, Stéphane, Irène Waldspurger +1 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Digital Holography and Microscopy #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Information Theory (cs.IT) #Optical measurement and interference techniques
  12. Bandlet Image Estimation with Model Selection
    2008/09/18 by Dossal, Charles, Pennec, Erwan Le, Mallat, Stéphane · 1 citation
    #FOS: Mathematics #Statistics Theory (math.ST)
  13. Feature-guided score diffusion for sampling conditional densities
    2024/10/15 by Kadkhodaie, Zahra, Mallat, Stéphane, Simoncelli, Eero P. · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Scale Dependencies and Self-Similar Models with Wavelet Scattering Spectra
    2022/04/19 by Morel, Rudy, Rochette, Gaspar, Leonarduzzi, Roberto +2 · 1 citation
    #Data Analysis #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Finance (q-fin.MF) #Signal Processing (eess.SP) #Statistics and Probability (physics.data-an) #electronic engineering #information engineering
  15. Path Shadowing Monte-Carlo
    2023/08/03 by Rudy Morel, Morel, Rudy, Stéphane Mallat +3 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Finance (q-fin.CP) #FOS: Economics and business #Market Dynamics and Volatility #Mathematical Finance (q-fin.MF) #Pricing of Securities (q-fin.PR) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
  16. Hierarchic Flows to Estimate and Sample High-dimensional Probabilities
    2024/05/06 by Lempereur, Etienne, Mallat, Stéphane · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. Effective Energy, Interactions And Out Of Equilibrium Nature Of Scalar Active Matter
    2024/12/19 by Brossollet, Antonin, Lempereur, Etienne, Mallat, Stéphane +1 · 1 citation
    #Data Analysis #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)