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    27 repositories

    • error_consistency

      Public
      Error Consistency with Confidence Intervals
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Nov 7, 2025Nov 7, 2025

    • python-psignifit

      Public
      Python implementation of psignifit, for psychometric function estimation
      Python
      •
      Other
      •26•65•7•0•Updated Jul 28, 2025Jul 28, 2025

    • psignifit

      Public
      Toolbox for Bayesian inference for psychometric functions
      MATLAB
      •12•75•0•0•Updated Jan 4, 2025Jan 4, 2025

    • posters

      Public
      Here we share our posters and preprints, for example, for easy access on conferences.
      0•0•0•0•Updated Sep 16, 2024Sep 16, 2024

    • cblearn

      Public
      For reference, a fork of our ordinal embedding toolbox. For contributions, use the original repository.
      Python
      •
      MIT License
      •10•0•0•0•Updated Jun 12, 2024Jun 12, 2024

    • supervised-learning-dynamics

      Public
      Python
      •0•2•0•0•Updated May 9, 2024May 9, 2024

    • robustness-development

      Public
      Python
      •0•6•0•0•Updated May 9, 2024May 9, 2024

    • psychopy-pixx

      Public
      Psychophysical experiments with high luminance resolution in Python, using Psychopy and VPixx devices
      Python
      •
      GNU Lesser General Public License v3.0
      •5•5•11•2•Updated Mar 14, 2024Mar 14, 2024

    • scaling-dimension

      Public
      Data and code from "Estimating the perceived dimension of psychophysical stimuli using triplet accuracy and hypothesis testing"
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•3•0•0•Updated Jan 17, 2024Jan 17, 2024

    • spatial-vision-model

      Public
      Model as described in Schuett & Wichmann 2017
      MATLAB
      •
      MIT License
      •0•5•0•0•Updated Dec 18, 2022Dec 18, 2022

    • error-consistency

      Public
      Error consistency: a black-box analysis for comparing errors between decision makers (NeurIPS 2020)
      errorsdeep-learningconsistency
      errorsdeep-learningconsistencyanalysishuman-behaviour
      R
      •1•9•0•0•Updated Nov 23, 2022Nov 23, 2022

    • trivial-or-impossible

      Public
      Code for "Trivial or impossible—dichotomous data difficulty masks model differences (on ImageNet and beyond)" (ICLR 2022)
      Jupyter Notebook
      •0•7•0•0•Updated Mar 15, 2022Mar 15, 2022

    • teamproject-photography

      Public
      In the team project summer term 2021, students are working on automating image manipulation using professional photography software.
      pluginautomationphotography
      pluginautomationphotographyvisuallightroom-plugin
      Lua
      •
      MIT License
      •1•3•2•1•Updated Nov 23, 2021Nov 23, 2021

    • causal-understanding-via-visualizations

      Public
      Official repository for the paper "How Well do Feature Visualizations Support Causal Understanding of CNN Activations?".
      3•0•0•0•Updated Jul 28, 2021Jul 28, 2021

    • stylize-datasets

      Public
      A script that applies the AdaIN style transfer method to arbitrary datasets
      Python
      •
      Other
      •38•0•0•0•Updated Jul 5, 2021Jul 5, 2021

    • testing_visualizations

      Public
      Python
      •2•0•0•0•Updated Jun 24, 2021Jun 24, 2021

    • CLIP-imagenet-evaluation

      Public
      Run CLIP inference on the ImageNet dataset and use these inferences as labels to train other models and again evaluate the trained model on Imagenet validation …
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•0•0•0•Updated Jun 21, 2021Jun 21, 2021

    • model-vs-human

      Public
      Benchmark your model on out-of-distribution datasets with carefully collected human comparison data
      Python
      •54•0•0•0•Updated Jun 18, 2021Jun 18, 2021

    • bds

      Public
      Bayesian difference scaling. Statistical models for analyzing difference scaling experiments.
      Stan
      •
      GNU General Public License v3.0
      •1•3•0•0•Updated Apr 26, 2021Apr 26, 2021

    • imagecorruptions

      Public
      Python package to corrupt arbitrary images.
      Python
      •
      Apache License 2.0
      •74•0•0•0•Updated Mar 31, 2021Mar 31, 2021

    • shortcut-perspective

      Public
      Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (arXiv 2020)
      Python
      •15•0•0•0•Updated Apr 21, 2020Apr 21, 2020

    • db_sandbox

      Public
      MATLAB
      •0•0•0•0•Updated Mar 16, 2020Mar 16, 2020

    • robust-detection-benchmark

      Public
      Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (arXiv 2019)
      Jupyter Notebook
      •
      MIT License
      •24•0•0•0•Updated Jul 17, 2019Jul 17, 2019

    • Stylized-ImageNet

      Public
      Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)
      Python
      •
      MIT License
      •65•1•0•0•Updated May 2, 2019May 2, 2019

    • texture-vs-shape

      Public
      Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustn…
      R
      •107•0•0•0•Updated Apr 23, 2019Apr 23, 2019

    • generalisation-humans-DNNs

      Public
      Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)
      R
      •
      Other
      •22•0•0•0•Updated Aug 28, 2018Aug 28, 2018

    • object-recognition

      Public
      Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2017)
      MATLAB
      •
      Other
      •16•0•0•0•Updated Oct 16, 2017Oct 16, 2017
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