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Invariant Scattering Convolution Networks

5 March 2012

Joan Bruna

Papers citing "Invariant Scattering Convolution Networks"

40 / 490 papers shown

Title
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 322 7,410 0 05 Jun 2015
Understanding deep features with computer-generated imagery Mathieu Aubry Bryan C. Russell 93 149 0 03 Jun 2015
An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability Nikolaos Karianakis Jingming Dong Stefano Soatto 58 15 0 26 May 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 127 187 0 30 Apr 2015
Deep Convolutional Neural Networks Based on Semi-Discrete Frames Thomas Wiatowski Helmut Bölcskei 72 26 0 21 Apr 2015
Unsupervised Feature Learning from Temporal Data Ross Goroshin Joan Bruna Jonathan Tompson David Eigen Yann LeCun 93 35 0 09 Apr 2015
A Probabilistic Theory of Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL OOD UQCV 91 89 0 02 Apr 2015
A mathematical motivation for complex-valued convolutional networks Joan Bruna Soumith Chintala Yann LeCun Serkan Piantino Arthur Szlam M. Tygert 125 104 0 11 Mar 2015
Color Image Classification via Quaternion Principal Component Analysis Network Rui Zeng Jiasong Wu Zhuhong Shao Yang Chen L. Senhadji H. Shu 84 71 0 05 Mar 2015
Quantum Energy Regression using Scattering Transforms M. Hirn N. Poilvert S. Mallat 74 31 0 06 Feb 2015
Complex-Valued Hough Transforms for Circles Marcelo Cicconet D. Geiger M. Werman 37 6 0 02 Feb 2015
Deep Multimodal Learning for Audio-Visual Speech Recognition Youssef Mroueh E. Marcheret Vaibhava Goel 62 227 0 22 Jan 2015
A Proximal Approach for Sparse Multiclass SVM Giovanni Chierchia N. Pustelnik J. Pesquet B. Pesquet-Popescu 89 9 0 15 Jan 2015
Texture Retrieval via the Scattering Transform A. Sagel Dominik Meyer Hao Shen 34 3 0 12 Jan 2015
Deep Roto-Translation Scattering for Object Classification Edouard Oyallon S. Mallat 84 232 0 30 Dec 2014
Disjunctive Normal Networks Mehdi S. M. Sajjadi Mojtaba Seyedhosseini Tolga Tasdizen 45 5 0 30 Dec 2014
Transformation Properties of Learned Visual Representations Taco S. Cohen Max Welling 75 106 0 24 Dec 2014
Unsupervised Feature Learning with C-SVDDNet D. Wang Xiaoyang Tan 3DPC 94 29 0 23 Dec 2014
Audio Source Separation with Discriminative Scattering Networks Pablo Sprechmann Joan Bruna Yann LeCun 31 4 0 22 Dec 2014
The local low-dimensionality of natural images Olivier J. Hénaff Johannes Ballé Neil C. Rabinowitz Eero P. Simoncelli 72 13 0 20 Dec 2014
Data Representation using the Weyl Transform Qiang Qiu Andrew Thompson A. Calderbank Guillermo Sapiro 41 0 0 18 Dec 2014
Unsupervised Learning of Spatiotemporally Coherent Metrics Ross Goroshin Joan Bruna Jonathan Tompson David Eigen Yann LeCun DRL 131 158 0 18 Dec 2014
Compact Compositional Models M. Goessling Y. Amit CoGe 20 2 0 11 Dec 2014
Understanding image representations by measuring their equivariance and equivalence Karel Lenc Andrea Vedaldi SSL FAtt 129 537 0 21 Nov 2014
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 104 491 0 12 Nov 2014
Challenge IEEE-ISBI/TCB : Application of Covariance matrices and wavelet marginals Florian Yger 27 17 0 10 Oct 2014
SimNets: A Generalization of Convolutional Networks Nadav Cohen Amnon Shashua 3DPC 86 24 0 03 Oct 2014
Performance evaluation of wavelet scattering network in image texture classification in various color spaces Jiasong Wu Longyu Jiang Xu Han L. Senhadji H. Shu 37 5 0 24 Jul 2014
An Incremental Reseeding Strategy for Clustering Xavier Bresson Huiyi Hu T. Laurent Arthur Szlam J. V. Brecht 32 5 0 15 Jun 2014
Convolutional Kernel Networks Julien Mairal Piotr Koniusz Zaïd Harchaoui Cordelia Schmid 116 380 0 12 Jun 2014
Unsupervised Deep Haar Scattering on Graphs Xu Chen Xiuyuan Cheng S. Mallat 97 52 0 09 Jun 2014
PCANet: A Simple Deep Learning Baseline for Image Classification? Tsung-Han Chan Kui Jia Shenghua Gao Jiwen Lu Zinan Zeng Yi-An Ma 124 1,502 0 14 Apr 2014
Rigid-Motion Scattering for Texture Classification Laurent Sifre S. Mallat 79 354 0 07 Mar 2014
Generic Deep Networks with Wavelet Scattering Edouard Oyallon S. Mallat Laurent Sifre 79 48 0 20 Dec 2013
Signal Recovery from Pooling Representations Joan Bruna Arthur Szlam Yann LeCun 111 96 0 16 Nov 2013
Audio Texture Synthesis with Scattering Moments Joan Bruna S. Mallat 78 47 0 02 Nov 2013
Second order scattering descriptors predict fMRI activity due to visual textures Michael Eickenberg Fabian Pedregosa M. Senoussi Alexandre Gramfort Bertrand Thirion 31 4 0 10 Aug 2013
Deep Scattering Spectrum Joakim Andén S. Mallat 107 539 0 24 Apr 2013
Learning Stable Group Invariant Representations with Convolutional Networks Joan Bruna Arthur Szlam Yann LeCun 89 39 0 16 Jan 2013
Group Invariant Scattering S. Mallat 140 993 0 12 Jan 2011