Fabian Timm

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 20

Top Venues

CoRR

IEEE Trans. Intell. Transp. Syst.

ESANN

University of Lübeck (PHD)

Education History

University of Lübeck

PHD

Publications

Di Feng, Zining Wang, Yiyang Zhou, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer, Masayoshi Tomizuka, Wei Zhan
Labels are Not Perfect: Inferring Spatial Uncertainty in Object Detection. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Thomas Michalke, Colin Wüst, Di Feng, Maxim Dolgov, Claudius Gläser, Fabian Timm
Where can I drive? A System Approach: Deep Ego Corridor Estimation for Robust Automated Driving. ITSC (2021)
Lukas Enderich, Fabian Timm, Wolfram Burgard
Holistic Filter Pruning for Efficient Deep Neural Networks. WACV (2021)
Di Feng, Christian Haase-Schütz, Lars Rosenbaum, Heinz Hertlein, Claudius Gläser, Fabian Timm, Werner Wiesbeck, Klaus Dietmayer
Deep Multi-Modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges. IEEE Trans. Intell. Transp. Syst. 22 (3) (2021)
Lukas Enderich, Fabian Timm, Wolfram Burgard
Holistic Filter Pruning for Efficient Deep Neural Networks. CoRR (2020)
Di Feng, Zining Wang, Yiyang Zhou, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer, Masayoshi Tomizuka, Wei Zhan
Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection. CoRR (2020)
Di Feng, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer
Labels Are Not Perfect: Improving Probabilistic Object Detection via Label Uncertainty. CoRR (2020)
Zining Wang, Di Feng, Yiyang Zhou, Wei Zhan, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer, Masayoshi Tomizuka
Inferring Spatial Uncertainty in Object Detection. CoRR (2020)
Thomas Michalke, Colin Wüst, Di Feng, Claudius Gläser, Maxim Dolgov, Fabian Timm
Where can I drive? Deep Ego-Corridor Estimation for Robust Automated Driving. CoRR (2020)
Di Feng, Yifan Cao, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer
Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving. CoRR (2020)
Lukas Enderich, Fabian Timm, Wolfram Burgard
SYMOG: Learning symmetric mixture of Gaussian modes for improved fixed-point quantization. Neurocomputing 416 (2020)
Michael Ulrich, Claudius Gläser, Fabian Timm
DeepReflecs: Deep Learning for Automotive Object Classification with Radar Reflections. CoRR (2020)
Zining Wang, Di Feng, Yiyang Zhou, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer, Masayoshi Tomizuka, Wei Zhan
Inferring Spatial Uncertainty in Object Detection. IROS (2020)
Di Feng, Yifan Cao, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer
Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving. IV (2020)
Lukas Enderich, Fabian Timm, Wolfram Burgard
SYMOG: learning symmetric mixture of Gaussian modes for improved fixed-point quantization. CoRR (2020)
Di Feng, Lars Rosenbaum, Claudius Gläser, Fabian Timm, Klaus Dietmayer
Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving. CoRR (2019)
Lukas Enderich, Fabian Timm, Lars Rosenbaum, Wolfram Burgard
Learning multimodal fixed-point weights using gradient descent. ESANN (2019)
Lukas Enderich, Fabian Timm, Lars Rosenbaum, Wolfram Burgard
Learning Multimodal Fixed-Point Weights using Gradient Descent. CoRR (2019)
Di Feng, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer
Leveraging Heteroscedastic Aleatoric Uncertainties for Robust Real-Time LiDAR 3D Object Detection. IV (2019)
Di Feng, Lars Rosenbaum, Fabian Timm, Klaus Dietmayer
Leveraging Heteroscedastic Aleatoric Uncertainties for Robust Real-Time LiDAR 3D Object Detection. CoRR (2018)
Fabian Timm, Erhardt Barth
Novelty detection for the inspection of light-emitting diodes. Expert Syst. Appl. 39 (3) (2012)
Fabian Timm, Erhardt Barth
Accurate, fast, and robust centre localisation for images of semiconductor components. Image Processing: Machine Vision Applications (2011)
Sascha Klement, Fabian Timm, Erhardt Barth
Illumination Correction for Image Stitching. IMAGAPP/IVAPP (2011)
Fabian Timm, Erhardt Barth
Accurate Eye Centre Localisation by Means of Gradients. VISAPP (2011)
Fabian Timm, Erhardt Barth
Non-parametric texture defect detection using Weibull features. Image Processing: Machine Vision Applications (2011)
Fabian Timm, Thomas Martinetz
Statistical Fourier Descriptors for Defect Image Classification. ICPR (2010)
Fabian Timm, Sascha Klement, Thomas Martinetz, Erhardt Barth
Welding Inspection using Novel Specularity Features and a One-class SVM. VISAPP (1) (2009)
Fabian Timm, Thomas Martinetz, Erhardt Barth
Optical Inspection of Welding Seams. VISIGRAPP (Selected Papers) (2009)
Kai Labusch, Fabian Timm, Thomas Martinetz
Simple Incremental One-Class Support Vector Classification. DAGM-Symposium (2008)
Fabian Timm, Sascha Klement, Thomas Martinetz
Fast model selection for MaxMinOver-based training of support vector machines. ICPR (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabian Timm