All

51 repositories

alignment-pattern-analysis
Public
Code for the ICLR 2026 paper "Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models"
Python
•0•2•2•1•Updated Apr 2, 2026Apr 2, 2026
delta-belief-rl
Public
Official implementation of the ΔBelief-RL method.
Python
•
MIT License
•2•28•0•0•Updated Feb 28, 2026Feb 28, 2026
cabs
Public
[CVPR'26] Official codebase for "Concept-Aware Batch Sampling Improves Language-Image Pretraining"
Python
•
MIT License
•0•4•0•0•Updated Feb 21, 2026Feb 21, 2026
foolbox
Public
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
python machine-learning tensorflow
python machine-learning tensorflow keras pytorch adversarial-examples adversarial-attacks jax
Python
•
MIT License
•439•3k•23•6•Updated Dec 3, 2025Dec 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"
Python
•
MIT License
•0•0•0•0•Updated Nov 30, 2025Nov 30, 2025
supersanity
Public
A critical analysis of the Cambrian-S model and VSI-Super benchmarks
Python
•
MIT License
•0•15•2•0•Updated Nov 20, 2025Nov 20, 2025
sober-reasoning
Public
A Sober Look at Language Model Reasoning
HTML
•6•94•5•0•Updated Nov 18, 2025Nov 18, 2025
CiteME
Public
CiteME is a benchmark designed to test the abilities of language models in finding papers that are cited in scientific texts.
lm-evaluation citation-attribution citation-dataset
lm-evaluation citation-attribution citation-dataset
Python
•
Other
•5•48•0•0•Updated Nov 3, 2025Nov 3, 2025
onebench
Public
[ACL'25] The official code for "ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities"
Python
•
MIT License
•0•5•0•0•Updated Jul 29, 2025Jul 29, 2025
imagecorruptions
Public
Python package to corrupt arbitrary images.
python data-augmentation pip3
python data-augmentation pip3 image-corruptions
Python
•
Apache License 2.0
•74•470•3•1•Updated May 6, 2025May 6, 2025
model-vs-human
Public
Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
benchmark tensorflow pytorch
benchmark tensorflow pytorch toolbox robustness
Python
•54•359•3•1•Updated Apr 17, 2025Apr 17, 2025
sort-and-search
Public
Code for the paper: "Efficient Lifelong Model Evaluation in an Era of Rapid Progress" [NeurIPS'24]
Python
•2•10•0•0•Updated Oct 17, 2024Oct 17, 2024
frequency_determines_performance
Public
Code for the paper: "No Zero-Shot Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance" [NeurIPS'24]
Jupyter Notebook
•
MIT License
•4•94•1•0•Updated Apr 29, 2024Apr 29, 2024
bwki-weekly-tasks
Public
BWKI Task of the week
Jupyter Notebook
•3•1•0•2•Updated Mar 20, 2024Mar 20, 2024
DataTypeIdentification
Public
Code for the ICLR'24 paper: "Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models"
MIT License
•0•13•0•0•Updated Jan 17, 2024Jan 17, 2024
robustness
Public
Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.
machine-learning domain-adaptation
machine-learning domain-adaptation
Python
•
Apache License 2.0
•5•138•1•1•Updated Jul 5, 2023Jul 5, 2023
game-of-noise
Public
Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image corruptions"
Python
•
MIT License
•12•62•0•0•Updated May 24, 2023May 24, 2023
tools
Public
Shell
•0•6•0•0•Updated Aug 3, 2022Aug 3, 2022
slurm-monitoring-public
Public
Monitor your high performance infrastructure configured over slurm using TIG stack
python influxdb grafana
python influxdb grafana slurm telegraf
Python
•
MIT License
•7•24•0•0•Updated Apr 26, 2022Apr 26, 2022
AnalysisBySynthesis
Public
Adversarially Robust Neural Network on MNIST.
Python
•
Apache License 2.0
•18•63•5•0•Updated Feb 4, 2022Feb 4, 2022
inference_results_v1.1
Public
Python
•
Other
•24•0•0•0•Updated Jan 15, 2022Jan 15, 2022
slow_disentanglement
Public
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
Jupyter Notebook
•
MIT License
•12•73•2•0•Updated Nov 17, 2021Nov 17, 2021
notorious_difficulty_of_comparing_human_and_machine_perception
Public
Code for the three case studies: Closed Contour Detection, Synthetic Visual Reasoning Test, Recognition Gap
Jupyter Notebook
•
MIT License
•2•9•0•5•Updated Sep 14, 2021Sep 14, 2021
InDomainGeneralizationBenchmark
Public
Python
•
Apache License 2.0
•6•35•0•0•Updated Aug 30, 2021Aug 30, 2021
stylize-datasets
Public
A script that applies the AdaIN style transfer method to arbitrary datasets
Python
•
Other
•38•166•1•1•Updated Jul 5, 2021Jul 5, 2021
testing_visualizations
Public archive
Code for the paper " Exemplary Natural Images Explain CNN Activations Better than Feature Visualizations"
machine-learning deep-learning cnn
machine-learning deep-learning cnn visualizations interpretiability
Python
•2•10•0•0•Updated Jun 24, 2021Jun 24, 2021
openimages2coco
Public
Convert Open Images annotations into MS Coco format to make it a drop in replacement
Jupyter Notebook
•
MIT License
•20•116•3•0•Updated Aug 4, 2020Aug 4, 2020
DeepLabCut
Public
Markerless tracking of user-defined features with deep learning
Python
•
GNU Lesser General Public License v3.0
•1.8k•1•0•0•Updated Jul 3, 2020Jul 3, 2020
magapi-wrapper
Public
Wrapper around Microsoft Academic Knowledge API to retrieve MAG data
api publications wrapper-script
api publications wrapper-script
Python
•
Apache License 2.0
•3•10•0•0•Updated Jun 20, 2020Jun 20, 2020
siamese-mask-rcnn
Public
Siamese Mask R-CNN model for one-shot instance segmentation
object-detection one-shot-learning instance-segmentation
object-detection one-shot-learning instance-segmentation few-shot-learning one-shot-instance-segmentation
Jupyter Notebook
•
Other
•61•353•10•0•Updated May 19, 2020May 19, 2020

ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Bethge Lab

All

All

51 repositories

alignment-pattern-analysis

delta-belief-rl

cabs

foolbox

what-moves-the-eyes

supersanity

sober-reasoning

CiteME

onebench

imagecorruptions

model-vs-human

sort-and-search

frequency_determines_performance

bwki-weekly-tasks

DataTypeIdentification

robustness

game-of-noise

tools

slurm-monitoring-public

AnalysisBySynthesis

inference_results_v1.1

slow_disentanglement

notorious_difficulty_of_comparing_human_and_machine_perception

InDomainGeneralizationBenchmark

stylize-datasets

testing_visualizations

openimages2coco

DeepLabCut

magapi-wrapper

siamese-mask-rcnn

All

All

Repositories list

51 repositories