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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 3k 441

  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 48 5

  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 363 55

  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 197 24

  5. imagecorruptions imagecorruptions Public

    Python package to corrupt arbitrary images.

    Python 480 75

  6. stylize-datasets stylize-datasets Public

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

    Python 166 38

Repositories

Showing 10 of 56 repositories
  • MedKIT Public

    MedKIT: Evaluating Knowledge Integration and Generalization in LLMs (NeurIPS 2026 E&D). Dataset: huggingface.co/datasets/bethgelab/MedKIT

    bethgelab/MedKIT's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 1, 2026
  • replay-on-demand Public

    Replay on Demand (RoD): an emergent curriculum for balancing adaptation and forgetting in continued pretraining

    bethgelab/replay-on-demand's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Sep 30, 2026
  • revenge-bench Public

    RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments

    bethgelab/revenge-bench's past year of commit activity
    Python 4 MIT 0 0 1 Updated Jul 14, 2026
  • qval Public

    Testbed to evaluate dense supervision methods.

    bethgelab/qval's past year of commit activity
    Python 8 MIT 0 0 0 Updated Jul 1, 2026
  • alignment-pattern-analysis Public

    Code for the ICLR 2026 paper "Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models"

    bethgelab/alignment-pattern-analysis's past year of commit activity
    Python 2 0 2 0 Updated Apr 23, 2026
  • lit-benchmark Public

    Codebase for the LiT Benchmark from "Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss"

    bethgelab/lit-benchmark's past year of commit activity
    Python 5 MIT 0 0 0 Updated Apr 22, 2026
  • delta-belief-rl Public

    Official implementation of the ΔBelief-RL method.

    bethgelab/delta-belief-rl's past year of commit activity
    Python 31 MIT 4 0 0 Updated Feb 28, 2026
  • cabs Public

    [CVPR'26] Official codebase for "Concept-Aware Batch Sampling Improves Language-Image Pretraining"

    bethgelab/cabs's past year of commit activity
    Python 6 MIT 0 0 0 Updated Feb 21, 2026
  • 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
    Python 2,978 MIT 441 23 (1 issue needs help) 6 Updated Dec 3, 2025
  • what-moves-the-eyes Public

    Project page for "What Moves the Eyes: Doubling Mechanistic Model Performance Using Deep Networks to Discover and Test Cognitive Hypotheses"

    bethgelab/what-moves-the-eyes's past year of commit activity
    Python 3 MIT 0 0 0 Updated Nov 30, 2025
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