Wieland Brendel

Researcher Next ID · RN-000773

Professor · Computer Science

Tübingen, Germany

Not currently recruitingFunding unknown

About

177 publications and 6,929 citations recorded on OpenAlex.

Computer Science

Adversarial Robustness in Machine Learning

Domain Adaptation and Few-Shot Learning

Generative Adversarial Networks and Image Synthesis

Explainable Artificial Intelligence (XAI)

Advanced Neural Network Applications

Shortcut learning in deep neural networks
Nature Machine Intelligence · 2020 · 10.1038/s42256-020-00257-z
ImageNet-trained CNNs are biased towards texture; increasing shape bias\n improves accuracy and robustness
arXiv (Cornell University) · 2018 · 10.48550/arxiv.1811.12231
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
arXiv (Cornell University) · 2018 · 10.48550/arxiv.1811.12231
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box\n Machine Learning Models
arXiv (Cornell University) · 2017 · 10.48550/arxiv.1712.04248
Demixed principal component analysis of neural population data
eLife · 2016 · 10.7554/elife.10989

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