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Invariant Scattering Convolution Networks

5 March 2012

Joan Bruna

Papers citing "Invariant Scattering Convolution Networks"

50 / 490 papers shown

Title
SSN: Stockwell Scattering Network for SAR Image Change Detection Gong Chen Yanan Zhao Yi Wang Kim-Hui Yap 29 8 0 22 Apr 2023
Invariant Scattering Transform for Medical Imaging M. Ahsan S. Raman Zahed Siddique OOD 51 2 0 20 Apr 2023
Wavelets Beat Monkeys at Adversarial Robustness Jingtong Su Julia Kempe AAML OOD 37 2 0 19 Apr 2023
The Exact Sample Complexity Gain from Invariances for Kernel Regression B. Tahmasebi Stefanie Jegelka 56 19 0 24 Mar 2023
ExplainFix: Explainable Spatially Fixed Deep Networks Alex Gaudio Christos Faloutsos A. Smailagic P. Costa A. Campilho FAtt 52 3 0 18 Mar 2023
Steerable Equivariant Representation Learning Sangnie Bhardwaj Willie McClinton Tongzhou Wang Guillaume Lajoie Chen Sun Phillip Isola Dilip Krishnan OOD LLMSV 64 5 0 22 Feb 2023
Random Padding Data Augmentation Nan Yang Laicheng Zhong Fan Huang Dong Yuan Wei Bao 35 2 0 17 Feb 2023
Mallat Scattering Transformation based surrogate for MagnetoHydroDynamics M. Glinsky Kathryn A. Maupin AI4CE 13 0 0 08 Feb 2023
Unearthing InSights into Mars: Unsupervised Source Separation with Limited Data Ali Siahkoohi Rudy Morel Maarten V. de Hoop Erwan Allys G. Sainton Taichi Kawamura 105 4 0 27 Jan 2023
Graph Scattering beyond Wavelet Shackles Christian Koke Gitta Kutyniok 53 4 0 26 Jan 2023
Convolutional Learning on Simplicial Complexes Maosheng Yang Elvin Isufi 81 21 0 26 Jan 2023
Unsupervised Manifold Linearizing and Clustering Tianjiao Ding Shengbang Tong Kwan Ho Ryan Chan Xili Dai Yi Ma B. Haeffele 87 12 0 04 Jan 2023
Texture Representation via Analysis and Synthesis with Generative Adversarial Networks Jue-Wen Lin Gaurav Sharma T. Pappas GAN 66 2 0 20 Dec 2022
VC dimensions of group convolutional neural networks P. Petersen A. Sepliarskaia VLM 48 7 0 19 Dec 2022
Multi-Resolution Online Deterministic Annealing: A Hierarchical and Progressive Learning Architecture Christos N. Mavridis John S. Baras AI4CE 53 5 0 15 Dec 2022
From CNNs to Shift-Invariant Twin Models Based on Complex Wavelets Hubert Leterme K. Polisano V. Perrier Alahari Karteek 92 1 0 01 Dec 2022
Invariance-Aware Randomized Smoothing Certificates Jan Schuchardt Stephan Günnemann AAML 44 6 0 25 Nov 2022
Unlearning Graph Classifiers with Limited Data Resources Chao Pan Eli Chien O. Milenkovic MU 69 34 0 06 Nov 2022
Attention-Based Scattering Network for Satellite Imagery Jason Stock Chuck Anderson 58 0 0 21 Oct 2022
Deep Scattering Spectrum germaneness to Fault Detection and Diagnosis for Component-level Prognostics and Health Management (PHM) A. Rohan 20 9 0 18 Oct 2022
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective Chi-Heng Lin Chiraag Kaushik Eva L. Dyer Vidya Muthukumar 74 31 0 10 Oct 2022
Symmetry Defense Against CNN Adversarial Perturbation Attacks Blerta Lindqvist AAML 74 2 0 08 Oct 2022
How deep convolutional neural networks lose spatial information with training Umberto M. Tomasini Leonardo Petrini Francesco Cagnetta Matthieu Wyart 64 9 0 04 Oct 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore Saeid Asgari Taghanaki Aliasghar Khani Fereshte Khani A. Gholami Linh-Tam Tran Ali Mahdavi-Amiri Ghassan Hamarneh AAML 98 48 0 30 Sep 2022
A Simple Strategy to Provable Invariance via Orbit Mapping Kanchana Vaishnavi Gandikota Jonas Geiping Zorah Lähner Adam Czapliñski Michael Moeller AAML 3DPC 67 3 0 24 Sep 2022
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks Hubert Leterme K. Polisano V. Perrier Alahari Karteek FAtt 146 2 0 19 Sep 2022
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation Jinlong Li Zequn Jie Xu Wang Xiaolin K. Wei Lin Ma WSOL 139 49 0 16 Sep 2022
A scattering transform for graphs based on heat semigroups, with an application for the detection of anomalies in positive time series with underlying periodicities B. Bodmann Iris Emilsdottir AI4TS 39 5 0 26 Aug 2022
Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection Simin Li Huangxinxin Xu Jiakai Wang Aishan Liu Fazhi He Xianglong Liu Dacheng Tao AAML 64 6 0 23 Aug 2022
CoShNet: A Hybrid Complex Valued Neural Network using Shearlets Manny Ko Ujjawal K. Panchal Héctor Andrade-Loarca Andres Mendez-Vazquez 100 1 0 14 Aug 2022
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction Maosen Li Siheng Chen Zijing Zhang Lingxi Xie Qi Tian Ya Zhang 3DH 125 50 0 31 Jul 2022
A Deep Dive into Deep Cluster Ahmad Mustapha Wael Khreich Wasim Masr SSL VLM 28 2 0 24 Jul 2022
On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence Yi Ma Doris Y. Tsao H. Shum 138 78 0 11 Jul 2022
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm Lechao Xiao Jeffrey Pennington 93 10 0 11 Jul 2022
On Non-Linear operators for Geometric Deep Learning G. Sergeant-Perthuis Jakob Maier Joan Bruna Edouard Oyallon 50 5 0 06 Jul 2022
Bioinspired random projections for robust, sparse classification Nina Dekoninck Bruhin B. Davies 25 2 0 18 Jun 2022
The Scattering Transform Network with Generalized Morse Wavelets and Its Application to Music Genre Classification W. H. Chak N. Saito David S. Weber 61 1 0 16 Jun 2022
Analysis of function approximation and stability of general DNNs in directed acyclic graphs using un-rectifying analysis Wonjun Hwang Shih-Shuo Tung 53 4 0 13 Jun 2022
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering Peng Wang Huikang Liu Anthony Man-Cho So Laura Balzano 84 11 0 11 Jun 2022
Convolutional layers are equivariant to discrete shifts but not continuous translations N. McGreivy Ammar Hakim 71 2 0 10 Jun 2022
Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli 153 82 0 08 Jun 2022
Wavelet Regularization Benefits Adversarial Training Jun Yan Huilin Yin Xiaoyang Deng Zi-qin Zhao Wancheng Ge Hao Zhang Gerhard Rigoll AAML 80 2 0 08 Jun 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 94 21 0 28 May 2022
Group-invariant max filtering Jameson Cahill Joseph W. Iverson D. Mixon Dan Packer 69 22 0 27 May 2022
Gaussian Universality of Perceptrons with Random Labels Federica Gerace Florent Krzakala Bruno Loureiro Ludovic Stephan Lenka Zdeborová 90 24 0 26 May 2022
Stability of the scattering transform for deformations with minimal regularity F. Nicola S. I. Trapasso 53 4 0 23 May 2022
Scale Dependencies and Self-Similar Models with Wavelet Scattering Spectra Rudy Morel G. Rochette R. Leonarduzzi J. Bouchaud S. Mallat 59 14 0 19 Apr 2022
Learning with Signatures J. Curtò I. D. Zarzà Hongfei Yan Carlos T. Calafate 122 0 0 17 Apr 2022
Leveraging Equivariant Features for Absolute Pose Regression M. A. Musallam Vincent Gaudillière M. O. D. Castillo Kassem Al Ismaeil Djamila Aouada 104 22 0 05 Apr 2022
Taking ROCKET on an Efficiency Mission: Multivariate Time Series Classification with LightWaveS Leonardos Pantiskas K. Verstoep Mark Hoogendoorn Henri E. Bal 68 6 0 04 Apr 2022