Neural networks learn to magnify areas near decision boundaries

26 January 2023

Papers citing "Neural networks learn to magnify areas near decision boundaries"

5 / 5 papers shown

Title
Compositional Generalization Requires More Than Disentangled Representations Qiyao Liang Daoyuan Qian Liu Ziyin Ila Fiete DRL OCL CoGe 136 0 0 30 Jan 2025
Spectral regularization for adversarially-robust representation learning Sheng Yang Jacob A. Zavatone-Veth C. Pehlevan AAML OOD 49 0 0 27 May 2024
Learning curves for deep structured Gaussian feature models Jacob A. Zavatone-Veth C. Pehlevan MLT 20 11 0 01 Mar 2023
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations A. Benfenati A. Marta 51 11 0 17 Dec 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 174 1,106 0 27 Apr 2021