Philipp Koch

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 75

Top Topics

Compressed Sensing

Event Detection

Hand Gesture Recognition

Top Venues

Publications

Cem Akkus, Luyang Chu, Vladana Djakovic, Steffen Jauch-Walser, Philipp Koch, Giacomo Loss, Christopher Marquardt, Marco Moldovan, Nadja Sauter, Maximilian Schneider, Rickmer Schulte, Karol Urbanczyk, Jann Goschenhofer, Christian Heumann, Rasmus Hvingelby, Daniel Schalk, Matthias Aßenmacher
Multimodal Deep Learning. CoRR (2023)
Niklas Kohlisch, Philipp Koch, Stefan May
LiDAR-Based Augmented Reality for the Development of Test Scenarios on Safety for Autonomous Operation of a Shunting Locomotive. ICARSC (2023)
Philipp Koch, Gilary Vera Nuñez, Esteban Garces Arias, Christian Heumann, Matthias Schöffel, Alexander Häberlin, Matthias Aßenmacher
A tailored Handwritten-Text-Recognition System for Medieval Latin. ALP@RANLP (2023)
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Manuel Kipp, Fabian Hoffmann, Philipp Koch, Matthias Glockner, Klaus Bengler
Thermal Perception and Response to Overwarmed Contact and Surface Heating on Heat-Sensitive-Impaired Individuals in a BMW Vehicle Environment. SMC (2023)
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging. CoRR (2023)
Philipp Koch, Gilary Vera Nuñez, Esteban Garces Arias, Christian Heumann, Matthias Schöffel, Alexander Häberlin, Matthias Aßenmacher
A tailored Handwritten-Text-Recognition System for Medieval Latin. CoRR (2023)
Huy Phan, Elisabeth R. M. Heremans, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
Improving Automatic Sleep Staging Via Temporal Smoothness Regularization. ICASSP (2023)
Philipp Koch, Marco Steinbrink, Stefan May, Andreas Nüchter
Traversability Analysis for Wheeled Robots using Point-Region-Quad-Tree based Elevation Maps. ICARSC (2022)
Huy Phan, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Maarten De Vos
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Marie Oestreich, Lisa Holsten, Shobhit Agrawal, Kilian Dahm, Philipp Koch, Han Jin, Matthias Becker, Thomas Ulas
hCoCena: horizontal integration and analysis of transcriptomics datasets. Bioinform. 38 (20) (2022)
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem? ICASSP (2022)
Robert Schwarz, Philipp Koch, Jeanne Wilbrandt, Steve Hoffmann
Locus-specific expression analysis of transposable elements. Briefings Bioinform. 23 (1) (2022)
Viktor Stojkoski, Philipp Koch, César A. Hidalgo
Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth. CoRR (2022)
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem? CoRR (2022)
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification. IEEE Trans. Biomed. Eng. 69 (8) (2022)
Tim J. Parbs, Philipp Koch, Alfred Mertins
Convolutive Attention for Image Registration. EUSIPCO (2022)
Philipp Koch, Matthias Aßenmacher, Christian Heumann
Pre-trained language models evaluating themselves - A comparative study. Insights@ACL (2022)
Marco Steinbrink, Philipp Koch, Bernhard Jung, Stefan May
Rapidly-Exploring Random Graph Next-Best View Exploration for Ground Vehicles. CoRR (2021)
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement. ICASSP (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
Multi-View Audio And Music Classification. ICASSP (2021)
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification. CoRR (2021)
Philipp Koch, Kamran Mohammad-Zadeh, Marco Maaß, Mark Dreier, Ole Thomsen, Tim J. Parbs, Huy Phan, Alfred Mertins
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks. EMBC (2021)
Marco Steinbrink, Philipp Koch, Bernhard Jung, Stefan May
Rapidly-Exploring Random Graph Next-Best View Exploration for Ground Vehicles. ECMR (2021)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
Multi-view Audio and Music Classification. CoRR (2021)
Marco Maaß, Christine Droigk, Fabrice Katzberg, Philipp Koch, Alfred Mertins
A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging. EUSIPCO (2020)
Philipp Koch, Mark Dreier, Anna Larsen, Tim J. Parbs, Marco Maaß, Huy Phan, Alfred Mertins
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks. EMBC (2020)
Huy Phan, Lam Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
On Multitask Loss Function for Audio Event Detection and Localization. DCASE (2020)
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization. CoRR (2020)
Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins
Improving GANs for Speech Enhancement. IEEE Signal Process. Lett. 27 (2020)
Philipp Koch, Helmut Engelhardt, Stefan May, Michael Schmidpeter, Jasmin Ziegler, Andreas Nüchter
Signed Distance Based Reconstruction for Exploration and Change Detection in Underground Mining Disaster Prevention. SSRR (2020)
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. CoRR (2020)
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement. CoRR (2020)
Huy Phan, Lam Dang Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
On Multitask Loss Function for Audio Event Detection and Localization. CoRR (2020)
Philipp Koch, Mark Dreier, Marco Maaß, Huy Phan, Alfred Mertins
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition. EUSIPCO (2020)
Marco Steinbrink, Philipp Koch, Stefan May, Bernhard Jung, Michael Schmidpeter
State Machine for Arbitrary Robots for Exploration and Inspection Tasks. ICVISP (2020)
Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins
Improving GANs for Speech Enhancement. CoRR (2020)
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. CoRR (2019)
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
Spatio-Temporal Attention Pooling for Audio Scene Classification. CoRR (2019)
Philipp Koch, Mark Dreier, Martina Böhme, Marco Maaß, Huy Phan, Alfred Mertins
Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data. EUSIPCO (2019)
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
Spatio-Temporal Attention Pooling for Audio Scene Classification. INTERSPEECH (2019)
Philipp Koch, Nele Brügge, Huy Phan, Marco Maaß, Alfred Mertins
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data. ICASSP (2019)
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. EUSIPCO (2019)
Andrea Müller, Alexander Feldberger, Christina Miclau, Philipp Koch, Lena Walter, Sarah Feige, Nicolas Schmidt, Moritz Neth, Oliver Korn
Hidden Champions: A Study on Recruiting Top-Level Staff in Rural Areas. HCI (24) (2019)
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks. ICASSP (2019)
Philipp Koch, Stefan May, Helmut Engelhardt, Jasmin Ziegler, Andreas Nüchter
Signed Distance Based Reconstruction for Exploration and Change Detection in Underground Mining Disaster Prevention. SSRR (2019)
Philipp Koch, Mark Dreier, Marco Maaß, Martina Böhme, Huy Phan, Alfred Mertins
A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data. EMBC (2019)
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging. EMBC (2019)
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. CoRR (2019)
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
Compressive Sampling of Sound Fields Using Moving Microphones. ICASSP (2018)
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene? CoRR (2018)
Marco Maaß, Philipp Koch, Fabrice Katzberg, Alfred Mertins
Simultaneous Estimation of a System Matrix by Compressed Sensing and Finding Optimal Regularization Parameters for the Inversion Problem. EUSIPCO (2018)
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Radoslaw Mazur, Alfred Mertins
Recurrent Neural Networks with Weighting Loss for Early prediction of Hand Movements. EUSIPCO (2018)
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
A Compressed Sensing Framework for Dynamic Sound-Field Measurements. IEEE ACM Trans. Audio Speech Lang. Process. 26 (11) (2018)
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins
Recurrent Neural Network Based Early Prediction of Future Hand Movements. EMBC (2018)
Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins
Enabling Early Audio Event Detection with Neural Networks. ICASSP (2018)
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks. CoRR (2018)
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Radoslaw Mazur, Alfred Mertins
Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins
Early prediction of future hand movements using sEMG data. EMBC (2017)
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
Multigrid reconstruction of sound fields using moving microphones. HSCMA (2017)
Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins
Enabling Early Audio Event Detection with Neural Networks. CoRR (2017)
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins
Audio Scene Classification with Deep Recurrent Neural Networks. CoRR (2017)
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
What makes audio event detection harder than classification? EUSIPCO (2017)
Huy Phan, Philipp Koch, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
CNN-LTE: A class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification. ICASSP (2017)
Johanna Gleichauf, Johannes Vollet, Christian Pfitzner, Philipp Koch, Stefan May
Sensor Fusion Approach for an Autonomous Shunting Locomotive. ICINCO (Selected Papers) (2017)
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins
Audio Scene Classification with Deep Recurrent Neural Networks. INTERSPEECH (2017)
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
Measurement of sound fields using moving microphones. ICASSP (2017)
Philipp Koch, Stefan May, Michael Schmidpeter, Markus Kühn, Christian Pfitzner, Christian Merkl, Rainer Koch, Martin Fees, Jon Martin, Daniel Ammon, Andreas Nüchter
Multi-Robot Localization and Mapping Based on Signed Distance Functions. J. Intell. Robotic Syst. 83 (3-4) (2016)
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection. CoRR (2016)
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
Measurement of Sound Fields Using Moving Microphones. CoRR (2016)
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
Label Tree Embeddings for Acoustic Scene Classification. CoRR (2016)
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
CNN-LTE: a Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Recognition. CoRR (2016)
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
Label Tree Embeddings for Acoustic Scene Classification. ACM Multimedia (2016)
Huy Phan, Philipp Koch, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
What Make Audio Event Detection Harder than Classification? CoRR (2016)
Rainer Koch, Stefan May, Philipp Koch, Markus Kühn, Andreas Nüchter
Detection of Specular Reflections in Range Measurements for Faultless Robotic SLAM. ROBOT (1) (2015)
Philipp Koch, Stefan May, Michael Schmidpeter, Markus Kühn, Christian Pfitzner, Christian Merkl, Rainer Koch, Martin Fees, Jon Martin, Andreas Nüchter
Multi-robot Localization and Mapping Based on Signed Distance Functions. ICARSC (2015)
Stefan May, Philipp Koch, Rainer Koch, Christian Merkl, Christian Pfitzner, Andreas Nüchter
A Generalized 2D and 3D Multi-Sensor Data Integration Approach based on Signed Distance Functions for Multi-Modal Robotic Mapping. VMV (2014)