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shape-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

paulgavrikov / biases_vs_generalization

Official code for the CVPR 2024 Paper "Can Biases in ImageNet Models Explain Generalization?".

computer-vision paper shape-bias critical-bands cvpr2024 spectral-bias

Updated Jun 24, 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

paulgavrikov / adversarial_training_vs_humans

Official repository for the CVPRW2023 paper "An Extended Study of Human-like Behavior under Adversarial Training".

computer-vision robustness adversarial-attacks shape-bias

Updated Oct 5, 2023

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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