Leon Sixt - RankMe

17 papers A* 4Journal 11Unranked 1

Year	Rank	Type	Title / 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