Group Invariant Scattering

12 January 2011

Papers citing "Group Invariant Scattering"

12 / 12 papers shown

Title
An Analytical Characterization of Sloppiness in Neural Networks: Insights from Linear Models Jialin Mao Itay Griniasty Yan Sun Mark K. Transtrum James P. Sethna Pratik Chaudhari 75 0 0 13 May 2025
Digital implementations of deep feature extractors are intrinsically informative Max Getter 79 0 0 20 Feb 2025
Explainable and Class-Revealing Signal Feature Extraction via Scattering Transform and Constrained Zeroth-Order Optimization N. Saito David S. Weber 70 0 0 08 Feb 2025
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves Alessandro Lovo Amaury Lancelin Corentin Herbert Freddy Bouchet AI4CE 110 0 0 01 Oct 2024
Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs Matthieu Cordonnier Nicolas Keriven Nicolas M Tremblay Samuel Vaiter GNN 69 8 0 21 Apr 2023
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks Hubert Leterme K. Polisano V. Perrier Alahari Karteek FAtt 81 2 0 19 Sep 2022
Geometric Scattering on Measure Spaces Joyce A. Chew M. Hirn Smita Krishnaswamy Deanna Needell Michael Perlmutter H. Steach Siddharth Viswanath Hau‐Tieng Wu GNN 117 17 0 17 Aug 2022
Large-time asymptotics in deep learning Carlos Esteve Borjan Geshkovski Dario Pighin Enrique Zuazua 77 34 0 06 Aug 2020
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 84 138 0 22 May 2017
Steerable CNNs Taco S. Cohen Max Welling BDL 101 498 0 27 Dec 2016
Invariant Scattering Convolution Networks Joan Bruna S. Mallat 91 1,272 0 05 Mar 2012
Classification with Scattering Operators Joan Bruna S. Mallat 71 149 0 12 Nov 2010