Jan Hendrik Metzen

发表

Rapid Adaptation of Brain Reading Interfaces based on Threshold Adjustment

Elsa Andrea Kirchner, Jan Hendrik Metzen, 2010 .

Neural Architecture Search: A Survey pdf

Frank Hutter, Jan Hendrik Metzen, Thomas Elsken, 2018, J. Mach. Learn. Res..

Matching of anatomical tree structures for registration of medical images

Heinz-Otto Peitgen, Jan Hendrik Metzen, Xiaoyi Jiang, 2009, Image Vis. Comput..

EANT+KALMAN: An Efficient Reinforcement Learning Method for Continuous State Partially Observable Domains

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2008, KI.

Learning the Structure of Continuous Markov Decision Processes

Jan Hendrik Metzen, J. H. Metzen, 2014 .

Interpreting Adversarial Examples with Attributes pdf

Arnold W. M. Smeulders, Zeynep Akata, Jan Hendrik Metzen, 2019, ArXiv.

Minimum Regret Search for Single- and Multi-Task Optimization

Jan Hendrik Metzen, J. H. Metzen, 2016, ICML.

Online Skill Discovery using Graph-based Clustering

Jan Hendrik Metzen, J. H. Metzen, 2012, EWRL.

Towards Learning of Generic Skills for Robotic Manipulation

Alexander Fabisch, Elsa Andrea Kirchner, Jan Hendrik Metzen, 2014, KI - Künstliche Intelligenz.

Universality, Robustness, and Detectability of Adversarial Perturbations under Adversarial Training

Jan Hendrik Metzen, J. H. Metzen, 2018 .

Incremental learning of skill collections based on intrinsic motivation

Frank Kirchner, Jan Hendrik Metzen, J. H. Metzen, 2013, Front. Neurorobot..

Active contextual policy search

Alexander Fabisch, Jan Hendrik Metzen, J. H. Metzen, 2014, J. Mach. Learn. Res..

Neural Architecture Search

Frank Hutter, Jan Hendrik Metzen, Thomas Elsken, 2019, Automated Machine Learning.

Evolving Neural Networks for Online Reinforcement Learning

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2008, PPSN.

Learning Graph-Based Representations for Continuous Reinforcement Learning Domains

Jan Hendrik Metzen, J. H. Metzen, 2013, ECML/PKDD.

Velocity-Based Multiple Change-Point Inference for Unsupervised Segmentation of Human Movement Behavior

Elsa Andrea Kirchner, Jan Hendrik Metzen, Lisa Senger, 2014, 2014 22nd International Conference on Pattern Recognition.

Cognitive AutonomouS CAtheters Operating in Dynamic Environments

Su-Lin Lee, Dominiek Reynaerts, Guang-Zhong Yang, 2016, J. Medical Robotics Res..

On transferring spatial filters in a brain reading scenario

Frank Kirchner, Elsa Andrea Kirchner, Su Kyoung Kim, 2011, 2011 IEEE Statistical Signal Processing Workshop (SSP).

Gaussian Noise Saturation Elastic Transform Wave Transform Obstruction Gaussian Blur pdf

Jan Hendrik Metzen, Arnold Smeulders, Sadaf Gulshad, 2020 .

Adversarial Examples for Semantic Image Segmentation pdf

Thomas Brox, Jan Hendrik Metzen, Volker Fischer, 2017, ICLR.

Understanding Misclassifications by Attributes pdf

Zeynep Akata, Jan Hendrik Metzen, Arnold Smeulders, 2019, ArXiv.

Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution

Frank Hutter, Jan Hendrik Metzen, Thomas Elsken, 2018, ICLR.

Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers

Jan Hendrik Metzen, Carsten Rother, Burkhard Güssefeld, 2020, ECCV.

Simple And Efficient Architecture Search for Convolutional Neural Networks pdf

Frank Hutter, Jan Hendrik Metzen, Thomas Elsken, 2017, ICLR.

Concept of a Data Thread Based Parking Space Occupancy Prediction in a Berlin Pilot Region

Mario Michael Krell, Frank Kirchner, Jan Hendrik Metzen, 2015, AAAI Workshop: AI for Transportation.

Matching of Tree Structures for Registration of Medical Images

Heinz-Otto Peitgen, Xiaoyi Jiang, Jan Hendrik Metzen, 2007, GbRPR.

pySPACE—a signal processing and classification environment in Python

Mario Michael Krell, Hendrik Wöhrle, Frank Kirchner, 2013, Front. Neuroinform..

Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions

Danail Stoyanov, Yohannes Kassahun, Stamatia Giannarou, 2016, International Journal of Computer Assisted Radiology and Surgery.

Multi-objective Architecture Search for CNNs pdf

Frank Hutter, Jan Hendrik Metzen, Thomas Elsken, 2018, ArXiv.

Rokkatan: scaling an RTS game design to the massively multiplayer realm

Sergei Gorlatch, Alexander Ploss, Jan Hendrik Metzen, 2005, ACE '05.

Incremental Acquisition of Neural Structures through Evolution

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2009 .

A General Framework for Encoding and Evolving Neural Networks

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2007, KI.

Accounting for Task-Difficulty in Active Multi-Task Robot Control Learning

Mario Michael Krell, Alexander Fabisch, Frank Kirchner, 2015, KI - Künstliche Intelligenz.

Learning to Play the BRIO Labyrinth Game

Frank Kirchner, Elsa Andrea Kirchner, Jan Hendrik Metzen, 2009, Künstliche Intell..

Scaling provable adversarial defenses

J. Zico Kolter, Jan Hendrik Metzen, Eric Wong, 2018, NeurIPS.

A common genetic encoding for both direct and indirect encodings of networks

Frank Kirchner, Gerald Sommer, Yohannes Kassahun, 2007, GECCO '07.

Model-based direct policy search

Frank Kirchner, Jan Hendrik Metzen, 2010, AAMAS.

Meta-Learning of Neural Architectures for Few-Shot Learning

Frank Hutter, Jan Hendrik Metzen, Thomas Elsken, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

The BesMan Learning Platform for Automated Robot Skill Learning

Alexander Fabisch, Frank Kirchner, Elsa Andrea Kirchner, 2018, Front. Robot. AI.

Defending Against Universal Perturbations With Shared Adversarial Training

Thomas Brox, Jan Hendrik Metzen, Chaithanya Kumar Mummadi, 2018, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Universal Adversarial Perturbations Against Semantic Image Segmentation

Thomas Brox, Jan Hendrik Metzen, Volker Fischer, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Accelerating neuroevolutionary methods using a Kalman filter

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2008, GECCO '08.

Matching von Baumstrukturen

Heinz-Otto Peitgen, Xiaoyi Jiang, Jan Hendrik Metzen, 2007, Bildverarbeitung für die Medizin.

On Detecting Adversarial Perturbations pdf

Jan Hendrik Metzen, Tim Genewein, Volker Fischer, 2017, ICLR.

Performance evaluation of EANT in the robocup keepaway benchmark

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2007, ICMLA 2007.

Towards efficient online reinforcement learning using neuroevolution

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2008, GECCO '08.

A survey of machine learning techniques and their role in intelligent and autonomous surgical actions

Danail Stoyanov, Yohannes Kassahun, Stamatia Giannarou, 2015 .

Performance evaluation of EANT in the robocup keepaway benchmark

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2007, Sixth International Conference on Machine Learning and Applications (ICMLA 2007).

Correction to: Neural Architecture Search

Frank Hutter, Jan Hendrik Metzen, Thomas Elsken, 2019, Automated Machine Learning.

Intuitive Interaction with Robots - Technical Approaches and Challenges

Frank Kirchner, Elsa Andrea Kirchner, Jan Hendrik Metzen, 2015, SyDe Summer School.

Active Contextual Entropy Search pdf

Jan Hendrik Metzen, J. H. Metzen, 2015, ArXiv.

Learning Walking Patterns for Kinematically Complex Robots Using Evolution Strategies

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2008, PPSN.

Minimizing Calibration Time for Brain Reading

Elsa Andrea Kirchner, Su Kyoung Kim, Jan Hendrik Metzen, 2011, DAGM-Symposium.

Analysis of an evolutionary reinforcement learning method in a multiagent domain

Frank Kirchner, Yohannes Kassahun, Jan Hendrik Metzen, 2008, AAMAS.

Does enhanced shape bias improve neural network robustness to common corruptions? pdf

Jan Hendrik Metzen, Chaithanya Kumar Mummadi, Ranjitha Subramaniam, 2021, ICLR 2021 Poster.

Efficient Certified Defenses Against Patch Attacks on Image Classifiers pdf

Jan Hendrik Metzen, Maksym Yatsura, 2021, ICLR 2021 Poster.

Bag of Tricks for Neural Architecture Search pdf

Frank Hutter, Jan Hendrik Metzen, Thomas Elsken, 2021, ArXiv.

Meta Adversarial Training against Universal Patches

Jan Hendrik Metzen, Robin Hutmacher, Nicole Finnie, 2021, 2101.11453.

Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation pdf

Thomas Brox, Jan Hendrik Metzen, Evgeny Levinkov, 2021, ArXiv.

Meta-Learning the Search Distribution of Black-Box Random Search Based Adversarial Attacks pdf

Matthias Hein, Jan Hendrik Metzen, Maksym Yatsura, 2021, NeurIPS.

Does enhanced shape bias improve neural network robustness to common corruptions? pdf

Jan Hendrik Metzen, Chaithanya Kumar Mummadi, Julien Vitay, 2021, ICLR.

Towards catheter tracking and data-based catheter steering

Emmanuel Vander Poorten, Jan Hendrik Metzen, Bingbin Yu, 2015 .

Learning Skill Templates for Parameterized Tasks

Alexander Fabisch, Jan Hendrik Metzen, J. H. Metzen, 2013 .

Frank Kirchner, Jan Hendrik Metzen, Larbi Abdenebaoui, 2009 .

Assisting Telemanipulation Operators via Real-Time Brain Reading

Frank Kirchner, Elsa Andrea Kirchner, Jan Hendrik Metzen, 2009 .

Towards catheter pose estimation and data-based catheter steering

Jan Hendrik Metzen, Abraham Temesgen Tibebu, Bingbin Yu, 2015 .