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@bethgelab

Bethge Lab

Perceiving Neural Networks

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  1. foolbox foolbox Public

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

    Python 2.7k 425

  2. CiteME CiteME Public

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

    Python 35 3

  3. model-vs-human model-vs-human Public

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

    Python 334 48

  4. robust-detection-benchmark robust-detection-benchmark Public

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

    Jupyter Notebook 182 24

  5. imagecorruptions imagecorruptions Public

    Python package to corrupt arbitrary images.

    Python 409 64

  6. stylize-datasets stylize-datasets Public

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

    Python 155 37

Repositories

Showing 10 of 45 repositories
  • CiteME Public

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

    bethgelab/CiteME’s past year of commit activity
    Python 35 3 0 0 Updated Oct 2, 2024
  • imagecorruptions Public

    Python package to corrupt arbitrary images.

    bethgelab/imagecorruptions’s past year of commit activity
    Python 409 Apache-2.0 64 2 5 Updated Oct 2, 2024
  • model-vs-human Public

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

    bethgelab/model-vs-human’s past year of commit activity
    Python 334 48 4 0 Updated Aug 14, 2024
  • frequency_determines_performance Public

    Code for the paper: "No Zero-Shot Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance"

    bethgelab/frequency_determines_performance’s past year of commit activity
    Jupyter Notebook 69 MIT 4 0 0 Updated Apr 29, 2024
  • foolbox Public

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

    bethgelab/foolbox’s past year of commit activity
  • bwki-weekly-tasks Public

    BWKI Task of the week

    bethgelab/bwki-weekly-tasks’s past year of commit activity
    Jupyter Notebook 1 3 0 2 Updated Mar 20, 2024
  • sort-and-search Public

    Code for the paper: "Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid Progress"

    bethgelab/sort-and-search’s past year of commit activity
    Python 9 0 0 0 Updated Mar 13, 2024
  • lifelong-benchmarks Public

    Benchmarks introduced in the paper: "Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid Progress"

    bethgelab/lifelong-benchmarks’s past year of commit activity
    8 0 0 0 Updated Feb 29, 2024
  • DataTypeIdentification Public

    Code for the ICLR'24 paper: "Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models"

    bethgelab/DataTypeIdentification’s past year of commit activity
    11 MIT 0 0 0 Updated Jan 17, 2024
  • robustness Public

    Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.

    bethgelab/robustness’s past year of commit activity
    Python 129 Apache-2.0 5 1 1 Updated Jul 5, 2023

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