Positions:
- Research Software Engineer: https://www.linkedin.com/jobs/cap/view/993694858/?pathWildcard=993694858&trk=mcm
- Full Stack Software Engineer: https://www.linkedin.com/jobs/cap/view/993692235/?pathWildcard=993692235&trk=mcm
Some interesting projects we’re working on or have been working on in recent past:
- Robust Vision Challenge for the world’s largest machine learning conference NeurIPS in Cooperation with Google Brain, EPFL and others: https://www.crowdai.org/challenges/nips-2018-adversarial-vision-challenge-robust-model-track
- The “Bundeswettbewerb” (national competition) for Artificial Intelligence: https://bw-ki.de/
- The Robust.Vision Benchmark: https://robust.vision/benchmark/leaderboard
- European Lab for Learning & Intelligent Systems: https://ellis.eu/
Some open-source packages and libraries we’ve released:
- FoolBox: https://github.com/bethgelab/foolbox
- Adversarial Vision Challenge: https://github.com/bethgelab/adversarial-vision-challenge
- Robust Vision Benchmark: https://github.com/bethgelab/robust-vision-benchmark
- Adversarially Robust Neural Network (Analysis-by-Synthesis): https://github.com/bethgelab/AnalysisBySynthesis
- Salad Toolbox (Domain Adaptation): https://github.com/domainadaptation/salad
- Gaussian Process Facotr Analysis: https://github.com/aecker/gpfa
- Neural Style Transfer: https://github.com/leongatys/PytorchNeuralStyleTransfer
- Bethgelab Docker Infrastruktur: https://github.com/bethgelab/docker-deeplearning/tree/future
Technologies we are using:
- Python as main language
- JavaScript and other languages as needed
- Popular machine learning libraries like TensorFlow and PyTorch
- Docker and Nvidia-Docker
- Currently in the process of spawning a huge OpenStack cluster
- Probably going to use Kubernetes and similar cluster management technologies
Multiple spin-off startups have been successfully created or are being created right now by people working within the Cyber Valley / Tübingen AI Center institutes. For example:
- Layer7 AI GmbH (www.layer7.ai)
- Grammofy (www.grammofy.com)
- DeepArt UG (www.deepart.io)
- Meshcapade (www.meshcapade.com)
- Body Labs (https://en.wikipedia.org/wiki/Body_Labs, bought by Amazon)