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texture-bias

Here are 5 public repositories matching this topic...

rgeirhos / Stylized-ImageNet

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

computer-vision deep-learning style-transfer human-vision shape-bias texture-bias

Updated Jul 25, 2024
Python

wildphoton / RandConv

Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"

deep-learning data-augmentation texture-bias domain-generalization

Updated May 10, 2021
Python

JohannesTheo / trapped-in-texture-bias

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

gulfaraz / balancing-shape-texture-bias-in-imagenet-trained-vgg19

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

daniele-roncaglioni / MLPs_shape_vs_texture_bias

In this work we explore whether MLPs are naturally biased towards using shape or texture as the main feature for image classification decisions.

mlp-classifier shape-bias texture-bias

Updated Mar 24, 2024
Jupyter Notebook

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