Leon Sixt

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 16

Top Topics

Supervised Methods

Labeling Effort

Convolutional Neural Networks

Labeled Training Set

Top Venues

ICLR (Workshop)

Publications

Leon Sixt, Tim Landgraf
A Rigorous Study Of The Deep Taylor Decomposition. Trans. Mach. Learn. Res. 2022 (2022)
Youssef Nader, Leon Sixt, Tim Landgraf
DNNR: Differential Nearest Neighbors Regression. ICML (2022)
Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset. CoRR (2022)
Leon Sixt, Tim Landgraf
A Rigorous Study Of The Deep Taylor Decomposition. CoRR (2022)
Youssef Nader, Leon Sixt, Tim Landgraf
DNNR: Differential Nearest Neighbors Regression. CoRR (2022)
Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset. ICLR (2022)
Martin Schuessler, Philipp Weiß, Leon Sixt
Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments. CoRR (2021)
Leon Sixt, Evan Zheran Liu, Marie Pellat, James Wexler, Milad Hashemi, Been Kim, Martin Maas
Analyzing a Caching Model. CoRR (2021)
Leon Sixt, Maximilian Granz, Tim Landgraf
When Explanations Lie: Why Many Modified BP Attributions Fail. ICML (2020)
Karl Schulz, Leon Sixt, Federico Tombari, Tim Landgraf
Restricting the Flow: Information Bottlenecks for Attribution. CoRR (2020)
Karl Schulz, Leon Sixt, Federico Tombari, Tim Landgraf
Restricting the Flow: Information Bottlenecks for Attribution. ICLR (2020)
Leon Sixt, Maximilian Granz, Tim Landgraf
When Explanations Lie: Why Modified BP Attribution Fails. CoRR (2019)
Leon Sixt, Benjamin Wild, Tim Landgraf
RenderGAN: Generating Realistic Labeled Data. Frontiers Robotics AI 5 (2018)
Benjamin Wild, Leon Sixt, Tim Landgraf
Automatic localization and decoding of honeybee markers using deep convolutional neural networks. CoRR (2018)
Leon Sixt, Benjamin Wild, Tim Landgraf
RenderGAN: Generating Realistic Labeled Data. ICLR (Workshop) (2017)
Leon Sixt, Benjamin Wild, Tim Landgraf
RenderGAN: Generating Realistic Labeled Data. CoRR (2016)