Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)
-
Updated
Jun 18, 2025 - Python
#
texture-bias
Here are 6 public repositories matching this topic...
Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"
-
Updated
May 10, 2021 - Python
Official code release for the paper Trapped in texture bias? A large scale comparison of deep instance segmentation, accepted at ECCV 2022
computer-vision detection classification research-paper robustness instance-segmentation texture-bias deepl-learning eccv2022
-
Updated
Jan 16, 2024 - Jupyter Notebook
A study on the effect of normalization in predictions by CNN models
deep-learning thesis uva artificial-intelligence classification convolutional-neural-networks variational-inference bias normalization bilateral-filter variational-autoencoder latent-representations shape-bias texture-bias
-
Updated
Jul 4, 2019 - Jupyter Notebook
"On the Prevalence of Texture Bias in Deep Learning Models for Remote Sensing" - Systematically exploring feature bias in a wide range of CNN and Transformer architectures
-
Updated
May 20, 2025 - Python
In this work we explore whether MLPs are naturally biased towards using shape or texture as the main feature for image classification decisions.
-
Updated
Mar 24, 2024 - Jupyter Notebook
Improve this page
Add a description, image, and links to the texture-bias topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the texture-bias topic, visit your repo's landing page and select "manage topics."