bethgelab Goto Github PK

adversarial-vision-challenge

NIPS Adversarial Vision Challenge

analysisbysynthesis

Adversarially Robust Neural Network on MNIST.

bwki-weekly-tasks

BWKI Task of the week

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

datatypeidentification

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

decompose

Blind source separation based on the probabilistic tensor factorisation framework

deeplabcut

Markerless tracking of user-defined features with deep learning

defensive-distillation

docker

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

docker-deeplearning

Development of new unified docker container (WIP)

docker-jupyter-deeplearning

Docker Image with Jupyter for Deep Learning (Caffe, Theano, Lasagne, Keras)

docker-jupyter-notebook

Docker Image with Jupyter Notebook based on bethgelab/docker-xserver

docker-jupyter-scipyserver

Docker Image with Jupyter for Scientific Computing (Numpy, Scipy, Theano, Bokeh, etc.)

docker-jupyter-scipyserver-base

Docker Image with Jupyter for Scientific Computing (Numpy, Scipy)

docker-jupyter-torch

Docker Image with Jupyter for Deep Learning including Torch

docker-xserver

Docker Image with Xserver, OpenBLAS and correct user settings

foolbox

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

foolbox-zoo-dummy

frequency_determines_performance

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

game-of-noise

Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image corruptions"

gym-atari-spaceinvaders-v0

imagecorruptions

Python package to corrupt arbitrary images.

indomaingeneralizationbenchmark

inference_results_v1.1

lifelong-benchmarks

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

magapi-wrapper

Wrapper around Microsoft Academic Knowledge API to retrieve MAG data

mesos

Development of Mesos cluster

mmdetection

Fork of the MMDetection Toolbox containing the Robustness Benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (merged)

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.