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@bethgelab

Bethge Lab

Perceiving Neural Networks

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  1. foolboxfoolboxPublic

    A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

    Python 2.9k 434

  2. CiteMECiteMEPublic

    CiteME is a benchmark designed to test the abilities of language models in finding papers that are cited in scientific texts.

    Python 48 5

  3. model-vs-humanmodel-vs-humanPublic

    Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

    Python 359 55

  4. robust-detection-benchmarkrobust-detection-benchmarkPublic

    Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

    Jupyter Notebook 192 24

  5. imagecorruptionsimagecorruptionsPublic

    Python package to corrupt arbitrary images.

    Python 462 73

  6. stylize-datasetsstylize-datasetsPublic

    A script that applies the AdaIN style transfer method to arbitrary datasets

    Python 166 38

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