Bethge Lab

Results 18 repositories owned by Bethge Lab

siamese-mask-rcnn

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Siamese Mask R-CNN model for one-shot instance segmentation

foolbox

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422
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A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

model-vs-human

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

robust-detection-benchmark

180
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Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

imagecorruptions

382
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Python package to corrupt arbitrary images.

robustness

124
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Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.

AnalysisBySynthesis

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Adversarially Robust Neural Network on MNIST.

decompose

43
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Blind source separation based on the probabilistic tensor factorisation framework

docker

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Information and scripts to run and develop the Bethge Lab Docker containers