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Invariant Scattering Convolution Networks

5 March 2012

Joan Bruna

Papers citing "Invariant Scattering Convolution Networks"

50 / 490 papers shown

Title
Deep Haar Scattering Networks in Pattern Recognition: A promising approach Fernando Fernandes Neto A. Solomon Rodrigo de Losso Claudio Garcia Pedro Delano Cavalcanti 22 0 0 29 Nov 2018
Deep Learning in the Wavelet Domain Fergal Cotter N. Kingsbury 39 18 0 14 Nov 2018
Sorting out Lipschitz function approximation Cem Anil James Lucas Roger C. Grosse 94 325 0 13 Nov 2018
Deep Neural Network Concepts for Background Subtraction: A Systematic Review and Comparative Evaluation T. Bouwmans S. Javed M. Sultana Soon Ki Jung 84 322 0 13 Nov 2018
Excessive Invariance Causes Adversarial Vulnerability J. Jacobsen Jens Behrmann R. Zemel Matthias Bethge AAML 118 167 0 01 Nov 2018
A Bayesian Perspective of Convolutional Neural Networks through a Deconvolutional Generative Model Yujia Wang Nhat Ho David J. Miller Anima Anandkumar Michael I. Jordan Richard G. Baraniuk BDL GAN 96 8 0 01 Nov 2018
Multi-scale Geometric Summaries for Similarity-based Sensor Fusion Christopher J. Tralie Paul Bendich J. Harer 8 2 0 13 Oct 2018
Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes Roman Novak Lechao Xiao Jaehoon Lee Yasaman Bahri Greg Yang Jiri Hron Daniel A. Abolafia Jeffrey Pennington Jascha Narain Sohl-Dickstein UQCV BDL 121 310 0 11 Oct 2018
Geometric Scattering for Graph Data Analysis Feng Gao Guy Wolf M. Hirn GNN 91 113 0 07 Oct 2018
Encoding Robust Representation for Graph Generation Dongmian Zou Gilad Lerman GNN 29 0 0 28 Sep 2018
Compressing the Input for CNNs with the First-Order Scattering Transform Edouard Oyallon Eugene Belilovsky Sergey Zagoruyko Michal Valko 62 25 0 27 Sep 2018
Scattering Networks for Hybrid Representation Learning Edouard Oyallon Sergey Zagoruyko Gabriel Huang N. Komodakis Simon Lacoste-Julien Matthew Blaschko Eugene Belilovsky 66 86 0 17 Sep 2018
ManifoldNet: A Deep Network Framework for Manifold-valued Data Rudrasis Chakraborty Jose J. Bouza J. Manton B. Vemuri 43 16 0 11 Sep 2018
Isometric Transformation Invariant Graph-based Deep Neural Network Renata Khasanova P. Frossard 39 3 0 21 Aug 2018
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 54 55 0 20 Aug 2018
On Lipschitz Bounds of General Convolutional Neural Networks Dongmian Zou R. Balan Maneesh Kumar Singh 65 54 0 04 Aug 2018
Generalization Error in Deep Learning Daniel Jakubovitz Raja Giryes M. Rodrigues AI4CE 226 111 0 03 Aug 2018
HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning Thomas Robert Nicolas Thome Matthieu Cord 114 39 0 30 Jul 2018
An Algorithm for Learning Shape and Appearance Models without Annotations John Ashburner Mikael Brudfors Kevin Bronik Yael Balbastre MedIm FedML 25 11 0 27 Jul 2018
Scaled Simplex Representation for Subspace Clustering Jun Xu Mengyang Yu Ling Shao Wangmeng Zuo Deyu Meng Lei Zhang David C. Zhang 35 1 0 26 Jul 2018
Joint Time-Frequency Scattering Joakim Andén Vincent Lostanlen S. Mallat AI4TS 77 54 0 24 Jul 2018
Fractional Wavelet Scattering Network and Applications Li Liu Jiasong Wu Dengwang Li L. Senhadji H. Shu MedIm 34 32 0 30 Jun 2018
Diffusion Scattering Transforms on Graphs Fernando Gama Alejandro Ribeiro Joan Bruna GNN 94 103 0 22 Jun 2018
Sparse, Collaborative, or Nonnegative Representation: Which Helps Pattern Classification? Jun Xu Wangpeng An Lei Zhang David C. Zhang BDL 132 120 0 12 Jun 2018
Building Bayesian Neural Networks with Blocks: On Structure, Interpretability and Uncertainty Hao Zhou Yunyang Xiong Vikas Singh UQCV BDL 85 4 0 10 Jun 2018
Correspondence of Deep Neural Networks and the Brain for Visual Textures Md Nasir Uddin Laskar L. S. Giraldo O. Schwartz 49 20 0 07 Jun 2018
Gradient-based Filter Design for the Dual-tree Wavelet Transform D. Recoskie Richard Mann 13 4 0 04 Jun 2018
Eye in the Sky: Real-time Drone Surveillance System (DSS) for Violent Individuals Identification using ScatterNet Hybrid Deep Learning Network Amarjot Singh Devendra Patil SN Omkar 88 119 0 03 Jun 2018
Interpreting Deep Learning: The Machine Learning Rorschach Test? Adam S. Charles AAML HAI AI4CE 95 9 0 01 Jun 2018
Adversarial Examples in Remote Sensing W. Czaja Neil Fendley M. Pekala Christopher R. Ratto I-J. Wang AAML 49 68 0 28 May 2018
Adversarially Robust Training through Structured Gradient Regularization Kevin Roth Aurelien Lucchi Sebastian Nowozin Thomas Hofmann 72 23 0 22 May 2018
Generative networks as inverse problems with Scattering transforms Tomás Angles S. Mallat GAN 67 31 0 17 May 2018
Mad Max: Affine Spline Insights into Deep Learning Randall Balestriero Richard Baraniuk AI4CE 82 78 0 17 May 2018
Monotone Learning with Rectified Wire Networks V. Elser Dan Schmidt J. Yedidia 21 0 0 10 May 2018
SHADE: Information Based Regularization for Deep Learning Michael Blot Thomas Robert Nicolas Thome Matthieu Cord 62 12 0 29 Apr 2018
Universal approximations of invariant maps by neural networks Dmitry Yarotsky 126 214 0 26 Apr 2018
CubeNet: Equivariance to 3D Rotation and Translation Daniel E. Worrall Gabriel J. Brostow 3DPC 90 143 0 12 Apr 2018
Pooling is neither necessary nor sufficient for appropriate deformation stability in CNNs Avraham Ruderman Neil C. Rabinowitz Ari S. Morcos Daniel Zoran 89 41 0 12 Apr 2018
Feature selection in weakly coherent matrices Stéphane Chrétien Z. Ho 16 1 0 03 Apr 2018
What Do We Understand About Convolutional Networks? Isma Hadji Richard P. Wildes FAtt 57 98 0 23 Mar 2018
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification A. Sironi Manuele Brambilla Nicolas Bourdis Xavier Lagorce R. Benosman 77 449 0 21 Mar 2018
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 92 168 0 17 Mar 2018
R3Net: Random Weights, Rectifier Linear Units and Robustness for Artificial Neural Network Arun Venkitaraman Alireza M. Javid Saikat Chatterjee OOD AAML 27 4 0 12 Mar 2018
Deep Dictionary Learning: A PARametric NETwork Approach Shahin Mahdizadehaghdam Ashkan Panahi Hamid Krim Liyi Dai 68 63 0 11 Mar 2018
MIMO Graph Filters for Convolutional Neural Networks Fernando Gama A. Marques Alejandro Ribeiro G. Leus GNN 57 9 0 06 Mar 2018
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Dong Liu Ke Sun Zhangyang Wang Runsheng Liu Zhengjun Zha 79 12 0 28 Feb 2018
The Role of Information Complexity and Randomization in Representation Learning Matías Vera Pablo Piantanida L. Rey Vega 80 14 0 14 Feb 2018
DCFNet: Deep Neural Network with Decomposed Convolutional Filters Qiang Qiu Xiuyuan Cheng Robert Calderbank Guillermo Sapiro 71 69 0 12 Feb 2018
From BoW to CNN: Two Decades of Texture Representation for Texture Classification Li Liu Jie Chen Paul Fieguth Guoying Zhao Rama Chellappa M. Pietikäinen 3DV 108 335 0 31 Jan 2018
Hierarchical Spatial Transformer Network Chang Shu Xi Chen Qiwei Xie Hua Han 35 5 0 29 Jan 2018