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    26 repositories

    • python-psignifit

      Public
      Python implementation of psignifit, for psychometric function estimation
      Jupyter Notebook
      •
      Other
      •26•57•13•1•Updated Dec 11, 2024Dec 11, 2024

    • 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
      •9•0•0•0•Updated Jun 12, 2024Jun 12, 2024

    • supervised-learning-dynamics

      Public
      Python
      •0•0•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•2•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-learningconsistencyhuman-behaviouranalysis
      R
      •1•8•1•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.
      pluginautomationphotographyvisuallightroom-plugin
      Lua
      •
      MIT License
      •1•3•2•1•Updated Nov 23, 2021Nov 23, 2021

    • psignifit

      Public
      Toolbox for Bayesian inference for psychometric functions
      MATLAB
      •10•65•2•0•Updated Nov 12, 2021Nov 12, 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
      •37•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 dataset using original labels or CLIP labels
      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
      •51•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•2•0•0•Updated Apr 26, 2021Apr 26, 2021

    • imagecorruptions

      Public
      Python package to corrupt arbitrary images.
      Python
      •
      Apache License 2.0
      •67•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
      •13•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
      •63•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 robustness" (ICLR 2019 Oral)
      R
      •102•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
      •21•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
      •18•0•0•0•Updated Oct 16, 2017Oct 16, 2017