Gabor Layers Enhance Network Robustness

v1v2 (latest)

Gabor Layers Enhance Network Robustness

11 December 2019

Motasem Alfarra

Guillaume Jeanneret

ArXiv (abs)PDF HTML

Papers citing "Gabor Layers Enhance Network Robustness"

5 / 5 papers shown

Title
FViT: A Focal Vision Transformer with Gabor Filter Yulong Shi Mingwei Sun Yongshuai Wang Rui Wang 161 4 0 17 Feb 2024
Representation Learning in a Decomposed Encoder Design for Bio-inspired Hebbian Learning Achref Jaziri Sina Ditzel Iuliia Pliushch Visvanathan Ramesh SSL 75 1 0 22 Nov 2023
Frequency Dropout: Feature-Level Regularization via Randomized Filtering Mobarakol Islam Ben Glocker OOD 85 6 0 20 Sep 2022
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks Hubert Leterme K. Polisano V. Perrier Alahari Karteek FAtt 170 2 0 19 Sep 2022
$Frequency learning for structured CNN filters with Gaussian fractional derivatives$ Frequency learning for structured CNN filters with Gaussian fractional derivatives Nikhil Saldanha S. Pintea Jan van Gemert Nergis Tomen 59 8 0 12 Nov 2021