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Invariant Scattering Convolution Networks

5 March 2012

Joan Bruna

Papers citing "Invariant Scattering Convolution Networks"

50 / 490 papers shown

Title
Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition Muzammil Behzad N. Vo Xiaobai Li Guoying Zhao CVBM 51 6 0 11 Oct 2019
Graph Spectral Embedding for Parsimonious Transmission of Multivariate Time Series Lihan Yao Paul Bendich AI4TS 38 0 0 10 Oct 2019
Observer Dependent Lossy Image Compression Maurice Weber Cédric Renggli H. Grabner Ce Zhang 49 7 0 08 Oct 2019
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation Hang Gao Xizhou Zhu Steve Lin Jifeng Dai 118 65 0 07 Oct 2019
Modelling the influence of data structure on learning in neural networks: the hidden manifold model Sebastian Goldt M. Mézard Florent Krzakala Lenka Zdeborová BDL 78 51 0 25 Sep 2019
Subspace clustering without knowing the number of clusters: A parameter free approach V. Menon Gokularam M Sheetal Kalyani 41 14 0 10 Sep 2019
Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network Ali Bahrami Rad M. Zabihi Zheng Zhao Moncef Gabbouj Aggelos K. Katsaggelos Simo Särkkä 95 6 0 06 Sep 2019
Non-negative Sparse and Collaborative Representation for Pattern Classification Jun Xu Zhou Xu Wangpeng An Haoqian Wang David C. Zhang 28 3 0 20 Aug 2019
Filter Bank Regularization of Convolutional Neural Networks Seyed Mehdi Ayyoubzadeh Xiaolin Wu 16 0 0 25 Jul 2019
A Group-Theoretic Framework for Data Augmentation Shuxiao Chen Edgar Dobriban Jane Lee FedML 78 38 0 25 Jul 2019
Framelet Pooling Aided Deep Learning Network : The Method to Process High Dimensional Medical Data Chang Min Hyun Kangcheol Kim Hyun Cheol Cho Jae Kyu Choi J. Seo MedIm 37 11 0 25 Jul 2019
Convolutional Dictionary Learning in Hierarchical Networks Javier Zazo Bahareh Tolooshams Demba E. Ba BDL 54 5 0 23 Jul 2019
Learning Complex Basis Functions for Invariant Representations of Audio Stefan Lattner M. Dörfler A. Arzt 49 13 0 13 Jul 2019
Invariant Risk Minimization Martín Arjovsky Léon Bottou Ishaan Gulrajani David Lopez-Paz OOD 234 2,247 0 05 Jul 2019
Robust and Resource Efficient Identification of Two Hidden Layer Neural Networks M. Fornasier T. Klock Michael Rauchensteiner 73 18 0 30 Jun 2019
Three-Dimensional Fourier Scattering Transform and Classification of Hyperspectral Images Ilya Kavalerov Weilin Li W. Czaja Rama Chellappa 23 3 0 17 Jun 2019
A Closer Look at Double Backpropagation Christian Etmann ODL 31 11 0 16 Jun 2019
Stability of Graph Scattering Transforms Fernando Gama Joan Bruna Alejandro Ribeiro GNN 69 85 0 11 Jun 2019
Associative Convolutional Layers H. Omidvar Vahideh Akhlaghi M. Franceschetti Rajesh K. Gupta 44 1 0 10 Jun 2019
A Closed-Form Learned Pooling for Deep Classification Networks Vighnesh Birodkar H. Mobahi Dilip Krishnan Samy Bengio 39 0 0 10 Jun 2019
Degrees of Freedom Analysis of Unrolled Neural Networks Morteza Mardani Qingyun Sun Vardan Papyan S. Vasanawala John M. Pauly D. Donoho UQCV 30 8 0 10 Jun 2019
Quantifying the Alignment of Graph and Features in Deep Learning Yifan Qian P. Expert Tom Rieu P. Panzarasa Mauricio Barahona 62 19 0 30 May 2019
On the Inductive Bias of Neural Tangent Kernels A. Bietti Julien Mairal 113 260 0 29 May 2019
Asymptotic learning curves of kernel methods: empirical data v.s. Teacher-Student paradigm S. Spigler Mario Geiger Matthieu Wyart 114 38 0 26 May 2019
Fully Hyperbolic Convolutional Neural Networks Keegan Lensink Bas Peters E. Haber MedIm 83 19 0 24 May 2019
Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds Michael Perlmutter Feng Gao Guy Wolf M. Hirn 64 14 0 24 May 2019
Glioma Grade Prediction Using Wavelet Scattering-Based Radiomics Qijian Chen Lihui Wang Li-Wen Wang Zeyu Deng Jian Zhang Yuemin M. Zhu 13 10 0 23 May 2019
Stability Properties of Graph Neural Networks Fernando Gama Joan Bruna Alejandro Ribeiro 100 235 0 11 May 2019
Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network Muzammil Behzad N. Vo Xiaobai Li Guoying Zhao CVBM 47 12 0 07 May 2019
Harmonic Networks with Limited Training Samples Matej Ulicny V. Krylov Rozenn Dahyot 85 17 0 30 Apr 2019
A critical analysis of self-supervision, or what we can learn from a single image Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 79 146 0 30 Apr 2019
Making Convolutional Networks Shift-Invariant Again Richard Y. Zhang OOD 101 799 0 25 Apr 2019
A Statistical Investigation of Long Memory in Language and Music Alexander Greaves-Tunnell Zaïd Harchaoui AI4TS 71 24 0 08 Apr 2019
Photorealistic Style Transfer via Wavelet Transforms Jaejun Yoo Youngjung Uh Sanghyuk Chun Byeongkyu Kang Jung-Woo Ha 45 361 0 23 Mar 2019
Kernel-based Translations of Convolutional Networks Corinne Jones Vincent Roulet Zaïd Harchaoui 46 5 0 19 Mar 2019
Graph Hierarchical Convolutional Recurrent Neural Network (GHCRNN) for Vehicle Condition Prediction Mingming Lu Kunfang Zhang Haiying Liu N. Xiong 46 4 0 12 Mar 2019
A Learnable ScatterNet: Locally Invariant Convolutional Layers Fergal Cotter N. Kingsbury 44 22 0 07 Mar 2019
Learning a smooth kernel regularizer for convolutional neural networks Reuben Feinman Brenden M. Lake BDL SSL 31 7 0 05 Mar 2019
Provably scale-covariant networks from oriented quasi quadrature measures in cascade T. Lindeberg 46 3 0 01 Mar 2019
A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning M. B. Khuzani Hongyi Ren V. Vasudevan Lei Xing OOD 135 2 0 27 Feb 2019
Differentiable Scene Graphs Moshiko Raboh Roei Herzig Gal Chechik Jonathan Berant Amir Globerson OCL 99 34 0 26 Feb 2019
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks Domen Tabernik Matej Kristan A. Leonardis 70 22 0 20 Feb 2019
Scattering Statistics of Generalized Spatial Poisson Point Processes Michael Perlmutter Jieqian He M. Hirn 25 2 0 10 Feb 2019
The Oracle of DLphi Dominik Alfke W. Baines J. Blechschmidt Mauricio J. del Razo Sarmina Amnon Drory ... L. Thesing Philipp Trunschke Johannes von Lindheim David Weber Melanie Weber 52 0 0 17 Jan 2019
$Analysis and algorithms for $\ell_p$-based semi-supervised learning on graphs$ Analysis and algorithms for $\ell_p$ -based semi-supervised learning on graphs Mauricio Flores Jeff Calder Gilad Lerman 57 18 0 15 Jan 2019
Kymatio: Scattering Transforms in Python M. Andreux Tomás Angles Georgios Exarchakis R. Leonarduzzi G. Rochette ... M. Hirn Edouard Oyallon Sixhin Zhang Carmine-Emanuele Cella Michael Eickenberg 102 159 0 28 Dec 2018
Exploring Weight Symmetry in Deep Neural Networks S. Hu Sergey Zagoruyko N. Komodakis 49 33 0 28 Dec 2018
Geometric Scattering on Manifolds Michael Perlmutter Guy Wolf M. Hirn GNN 50 9 0 15 Dec 2018
Regularization by architecture: A deep prior approach for inverse problems Sören Dittmer T. Kluth Peter Maass Daniel Otero Baguer 95 98 0 10 Dec 2018
Harmonic Networks: Integrating Spectral Information into CNNs Matej Ulicny V. Krylov Rozenn Dahyot 94 7 0 07 Dec 2018