Leon Sixt

17 papers A* 4Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2023 — —
Enhancing And Evaluating Interpretability In Machine Learning Through Theory And Practice.
Leon Sixt
2022 J jnl
A Rigorous Study Of The Deep Taylor Decomposition.
CoRR
Leon Sixt, Tim Landgraf
2022 J jnl
A Rigorous Study Of The Deep Taylor Decomposition.
Trans. Mach. Learn. Res.
Leon Sixt, Tim Landgraf
2022 A* conf
DNNR: Differential Nearest Neighbors Regression.
ICML
Youssef Nader, Leon Sixt, Tim Landgraf
2022 J jnl
DNNR: Differential Nearest Neighbors Regression.
CoRR
Youssef Nader, Leon Sixt, Tim Landgraf
2022 A* conf
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset.
ICLR
Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf
2022 J jnl
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset.
CoRR
Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf
2021 J jnl
Analyzing a Caching Model.
CoRR
Leon Sixt, Evan Zheran Liu, Marie Pellat, James Wexler, Milad Hashemi, Been Kim, Martin Maas
2021 J jnl
Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments.
CoRR
Martin Schuessler, Philipp Weiß, Leon Sixt
2020 A* conf
Restricting the Flow: Information Bottlenecks for Attribution.
ICLR
Karl Schulz, Leon Sixt, Federico Tombari, Tim Landgraf
2020 J jnl
Restricting the Flow: Information Bottlenecks for Attribution.
CoRR
Karl Schulz, Leon Sixt, Federico Tombari, Tim Landgraf
2020 A* conf
When Explanations Lie: Why Many Modified BP Attributions Fail.
ICML
Leon Sixt, Maximilian Granz, Tim Landgraf
2019 J jnl
When Explanations Lie: Why Modified BP Attribution Fails.
CoRR
Leon Sixt, Maximilian Granz, Tim Landgraf
2018 J jnl
Automatic localization and decoding of honeybee markers using deep convolutional neural networks.
CoRR
Benjamin Wild, Leon Sixt, Tim Landgraf
2018 J jnl
RenderGAN: Generating Realistic Labeled Data.
Frontiers Robotics AI
Leon Sixt, Benjamin Wild, Tim Landgraf
2017 — conf
RenderGAN: Generating Realistic Labeled Data.
ICLR (Workshop)
Leon Sixt, Benjamin Wild, Tim Landgraf
2016 J jnl
RenderGAN: Generating Realistic Labeled Data.
CoRR
Leon Sixt, Benjamin Wild, Tim Landgraf