Philipp Koch

79 papers A* 1A 2B 1Misc 10Journal 36Unranked 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
Trading Bits for Atoms: How Digital Products Are Reshaping the Global Economy.
Commun. ACM
César A. Hidalgo, Philipp Koch, Eva Coll-Martínez, Viktor Stojkoski
2023 — conf
A tailored Handwritten-Text-Recognition System for Medieval Latin.
ALP@RANLP
Philipp Koch, Gilary Vera Nuñez, Esteban Garces Arias, Christian Heumann, Matthias Schöffel, Alexander Häberlin, Matthias Aßenmacher
2023 J jnl
A tailored Handwritten-Text-Recognition System for Medieval Latin.
CoRR
Philipp Koch, Gilary Vera Nuñez, Esteban Garces Arias, Christian Heumann, Matthias Schöffel, Alexander Häberlin, Matthias Aßenmacher
2023 Misc conf
Improving Automatic Sleep Staging Via Temporal Smoothness Regularization.
ICASSP
Huy Phan, Elisabeth R. M. Heremans, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2023 J jnl
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.
IEEE J. Biomed. Health Informatics
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
2023 J jnl
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging.
CoRR
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
2023 — conf
LiDAR-Based Augmented Reality for the Development of Test Scenarios on Safety for Autonomous Operation of a Shunting Locomotive.
ICARSC
Niklas Kohlisch, Philipp Koch, Stefan May
2023 J jnl
Multimodal Deep Learning.
CoRR
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
2023 B conf
Thermal Perception and Response to Overwarmed Contact and Surface Heating on Heat-Sensitive-Impaired Individuals in a BMW Vehicle Environment.
SMC
Manuel Kipp, Fabian Hoffmann, Philipp Koch, Matthias Glockner, Klaus Bengler
2022 — conf
Convolutive Attention for Image Registration.
EUSIPCO
Tim J. Parbs, Philipp Koch, Alfred Mertins
2022 J jnl
Locus-specific expression analysis of transposable elements.
Briefings Bioinform.
Robert Schwarz, Philipp Koch, Jeanne Wilbrandt, Steve Hoffmann
2022 J jnl
Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth.
CoRR
Viktor Stojkoski, Philipp Koch, César A. Hidalgo
2022 Misc conf
Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?
ICASSP
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
2022 J jnl
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?
CoRR
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
2022 — conf
Pre-trained language models evaluating themselves - A comparative study.
Insights@ACL
Philipp Koch, Matthias Aßenmacher, Christian Heumann
2022 J jnl
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification.
IEEE Trans. Biomed. Eng.
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2022 — conf
Traversability Analysis for Wheeled Robots using Point-Region-Quad-Tree based Elevation Maps.
ICARSC
Philipp Koch, Marco Steinbrink, Stefan May, Andreas Nüchter
2022 J jnl
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.
IEEE Trans. Pattern Anal. Mach. Intell.
Huy Phan, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Maarten De Vos
2022 J jnl
hCoCena: horizontal integration and analysis of transcriptomics datasets.
Bioinform.
Marie Oestreich, Lisa Holsten, Shobhit Agrawal, Kilian Dahm, Philipp Koch, Han Jin, Matthias Becker, Thomas Ulas
2021 Misc conf
Multi-View Audio And Music Classification.
ICASSP
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
2021 J jnl
Multi-view Audio and Music Classification.
CoRR
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
2021 — conf
Rapidly-Exploring Random Graph Next-Best View Exploration for Ground Vehicles.
ECMR
Marco Steinbrink, Philipp Koch, Bernhard Jung, Stefan May
2021 J jnl
Rapidly-Exploring Random Graph Next-Best View Exploration for Ground Vehicles.
CoRR
Marco Steinbrink, Philipp Koch, Bernhard Jung, Stefan May
2021 Misc conf
Self-Attention Generative Adversarial Network for Speech Enhancement.
ICASSP
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
2021 J jnl
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification.
CoRR
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2021 J jnl
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.
IEEE Trans. Biomed. Eng.
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2021 — conf
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks.
EMBC
Philipp Koch, Kamran Mohammad-Zadeh, Marco Maaß, Mark Dreier, Ole Thomsen, Tim J. Parbs, Huy Phan, Alfred Mertins
2020 — conf
A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging.
EUSIPCO
Marco Maaß, Christine Droigk, Fabrice Katzberg, Philipp Koch, Alfred Mertins
2020 J jnl
Improving GANs for Speech Enhancement.
CoRR
Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins
2020 J jnl
Improving GANs for Speech Enhancement.
IEEE Signal Process. Lett.
Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins
2020 — conf
On Multitask Loss Function for Audio Event Detection and Localization.
DCASE
Huy Phan, Lam Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
2020 J jnl
On Multitask Loss Function for Audio Event Detection and Localization.
CoRR
Huy Phan, Lam Dang Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
2020 J jnl
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization.
CoRR
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos
2020 — conf
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition.
EUSIPCO
Philipp Koch, Mark Dreier, Marco Maaß, Huy Phan, Alfred Mertins
2020 — conf
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks.
EMBC
Philipp Koch, Mark Dreier, Anna Larsen, Tim J. Parbs, Marco Maaß, Huy Phan, Alfred Mertins
2020 J jnl
Self-Attention Generative Adversarial Network for Speech Enhancement.
CoRR
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
2020 — conf
Signed Distance Based Reconstruction for Exploration and Change Detection in Underground Mining Disaster Prevention.
SSRR
Philipp Koch, Helmut Engelhardt, Stefan May, Michael Schmidpeter, Jasmin Ziegler, Andreas Nüchter
2020 — conf
State Machine for Arbitrary Robots for Exploration and Inspection Tasks.
ICVISP
Marco Steinbrink, Philipp Koch, Stefan May, Bernhard Jung, Michael Schmidpeter
2020 J jnl
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2019 — conf
A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data.
EMBC
Philipp Koch, Mark Dreier, Marco Maaß, Martina Böhme, Huy Phan, Alfred Mertins
2019 — conf
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch.
EUSIPCO
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2019 J jnl
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch.
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2019 Misc conf
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data.
ICASSP
Philipp Koch, Nele Sophie Brügge, Huy Phan, Marco Maaß, Alfred Mertins
2019 — conf
Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging.
EMBC
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2019 — conf
Hidden Champions: A Study on Recruiting Top-Level Staff in Rural Areas.
HCI (24)
Andrea Müller, Alexander Feldberger, Christina Miclau, Philipp Koch, Lena Walter, Sarah Feige, Nicolas Schmidt, Moritz Neth, Oliver Korn
2019 — conf
Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data.
EUSIPCO
Philipp Koch, Mark Dreier, Martina Böhme, Marco Maaß, Huy Phan, Alfred Mertins
2019 — conf
Signed Distance Based Reconstruction for Exploration and Change Detection in Underground Mining Disaster Prevention.
SSRR
Philipp Koch, Stefan May, Helmut Engelhardt, Jasmin Ziegler, Andreas Nüchter
2019 A conf
Spatio-Temporal Attention Pooling for Audio Scene Classification.
INTERSPEECH
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
2019 J jnl
Spatio-Temporal Attention Pooling for Audio Scene Classification.
CoRR
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
2019 J jnl
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2019 Misc conf
Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks.
ICASSP
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2018 J jnl
A Compressed Sensing Framework for Dynamic Sound-Field Measurements.
IEEE ACM Trans. Audio Speech Lang. Process.
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2018 J jnl
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2018 Misc conf
Compressive Sampling of Sound Fields Using Moving Microphones.
ICASSP
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2018 Misc conf
Enabling Early Audio Event Detection with Neural Networks.
ICASSP
Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins
2018 — conf
Recurrent Neural Network Based Early Prediction of Future Hand Movements.
EMBC
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins
2018 — conf
Recurrent Neural Networks with Weighting Loss for Early prediction of Hand Movements.
EUSIPCO
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Radoslaw Mazur, Alfred Mertins
2018 — conf
Simultaneous Estimation of a System Matrix by Compressed Sensing and Finding Optimal Regularization Parameters for the Inversion Problem.
EUSIPCO
Marco Maaß, Philipp Koch, Fabrice Katzberg, Alfred Mertins
2018 J jnl
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks.
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2017 A conf
Audio Scene Classification with Deep Recurrent Neural Networks.
INTERSPEECH
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 J jnl
Audio Scene Classification with Deep Recurrent Neural Networks.
CoRR
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 Misc conf
CNN-LTE: A class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification.
ICASSP
Huy Phan, Philipp Koch, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 — conf
Early prediction of future hand movements using sEMG data.
EMBC
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins
2017 J jnl
Enabling Early Audio Event Detection with Neural Networks.
CoRR
Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins
2017 J jnl
Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Radoslaw Mazur, Alfred Mertins
2017 Misc conf
Measurement of sound fields using moving microphones.
ICASSP
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2017 — conf
Multigrid reconstruction of sound fields using moving microphones.
HSCMA
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2017 — conf
Sensor Fusion Approach for an Autonomous Shunting Locomotive.
ICINCO (Selected Papers)
Johanna Gleichauf, Johannes Vollet, Christian Pfitzner, Philipp Koch, Stefan May
2017 — conf
What makes audio event detection harder than classification?
EUSIPCO
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2016 J jnl
CNN-LTE: a Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Recognition.
CoRR
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection.
CoRR
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
2016 A* conf
Label Tree Embeddings for Acoustic Scene Classification.
ACM Multimedia
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
Label Tree Embeddings for Acoustic Scene Classification.
CoRR
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
Measurement of Sound Fields Using Moving Microphones.
CoRR
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
Multi-Robot Localization and Mapping Based on Signed Distance Functions.
J. Intell. Robotic Syst.
Philipp Koch, Stefan May, Michael Schmidpeter, Markus Kühn, Christian Pfitzner, Christian Merkl, Rainer Koch, Martin Fees, Jon Martin, Daniel Ammon, Andreas Nüchter
2016 J jnl
What Make Audio Event Detection Harder than Classification?
CoRR
Huy Phan, Philipp Koch, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2015 — conf
Detection of Specular Reflections in Range Measurements for Faultless Robotic SLAM.
ROBOT (1)
Rainer Koch, Stefan May, Philipp Koch, Markus Kühn, Andreas Nüchter
2015 — conf
Multi-robot Localization and Mapping Based on Signed Distance Functions.
ICARSC
Philipp Koch, Stefan May, Michael Schmidpeter, Markus Kühn, Christian Pfitzner, Christian Merkl, Rainer Koch, Martin Fees, Jon Martin, Andreas Nüchter
2014 — conf
A Generalized 2D and 3D Multi-Sensor Data Integration Approach based on Signed Distance Functions for Multi-Modal Robotic Mapping.
VMV
Stefan May, Philipp Koch, Rainer Koch, Christian Merkl, Christian Pfitzner, Andreas Nüchter