Abstraction Mechanisms Predict Generalization in Deep Neural Networks

27 May 2019

Papers citing "Abstraction Mechanisms Predict Generalization in Deep Neural Networks"

5 / 5 papers shown

Title
Understanding Activation Patterns in Artificial Neural Networks by Exploring Stochastic Processes S. Lehmler Muhammad Saif-ur-Rehman Tobias Glasmachers Ioannis Iossifidis 19 0 0 01 Aug 2023
Deep neural networks architectures from the perspective of manifold learning German Magai AAML AI4CE 16 6 0 06 Jun 2023
FACT: Learning Governing Abstractions Behind Integer Sequences Peter Belcak Ard Kastrati Flavio Schenker Roger Wattenhofer 31 5 0 20 Sep 2022
Topology and geometry of data manifold in deep learning German Magai A. Ayzenberg AAML 19 11 0 19 Apr 2022
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 177 1,185 0 30 Nov 2014