default search action
Philipp Koch
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
- [j10]Huy Phan
, Kristian P. Lorenzen
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 27(10): 4748-4757 (2023) - [c43]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: 23-28 - [c42]Huy Phan, Elisabeth R. M. Heremans
Improving Automatic Sleep Staging Via Temporal Smoothness Regularization. ICASSP 2023: 1-5 - [c41]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: 103-110 - [c40]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: 1396-1402 - [i25]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 abs/2301.03441 (2023) - [i24]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 abs/2301.04856 (2023) - [i23]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 abs/2308.09368 (2023) - 2022
- [j9]Robert Schwarz
Locus-specific expression analysis of transposable elements. Briefings Bioinform. 23(1) (2022) - [j8]Marie Oestreich
hCoCena: horizontal integration and analysis of transcriptomics datasets. Bioinform. 38(20): 4727-4734 (2022) - [j7]Huy Phan
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5903-5915 (2022) - [j6]Huy Phan
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification. IEEE Trans. Biomed. Eng. 69(8): 2456-2467 (2022) - [c39]Philipp Koch, Matthias Aßenmacher
Pre-trained language models evaluating themselves - A comparative study. Insights@ACL 2022: 180-187 - [c38]Tim J. Parbs, Philipp Koch, Alfred Mertins:
Convolutive Attention for Image Registration. EUSIPCO 2022: 1348-1352 - [c37]Philipp Koch, Marco Steinbrink, Stefan May, Andreas Nüchter:
Traversability Analysis for Wheeled Robots using Point-Region-Quad-Tree based Elevation Maps. ICARSC 2022: 192-197 - [c36]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: 8877-8881 - [i22]Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins:
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem? CoRR abs/2201.12557 (2022) - [i21]Viktor Stojkoski
Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth. CoRR abs/2209.08382 (2022) - 2021
- [j5]Huy Phan
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning. IEEE Trans. Biomed. Eng. 68(6): 1787-1798 (2021) - [c35]Marco Steinbrink, Philipp Koch, Bernhard Jung, Stefan May:
Rapidly-Exploring Random Graph Next-Best View Exploration for Ground Vehicles. ECMR 2021: 1-7 - [c34]Philipp Koch, Kamran Mohammad-Zadeh, Marco Maaß
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks. EMBC 2021: 6519-6523 - [c33]Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin
Multi-View Audio And Music Classification. ICASSP 2021: 611-615 - [c32]Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin
Self-Attention Generative Adversarial Network for Speech Enhancement. ICASSP 2021: 7103-7107 - [i20]Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Multi-view Audio and Music Classification. CoRR abs/2103.02420 (2021) - [i19]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 abs/2105.11043 (2021) - [i18]Marco Steinbrink, Philipp Koch, Bernhard Jung, Stefan May:
Rapidly-Exploring Random Graph Next-Best View Exploration for Ground Vehicles. CoRR abs/2108.01012 (2021) - 2020
- [j4]Huy Phan
Improving GANs for Speech Enhancement. IEEE Signal Process. Lett. 27: 1700-1704 (2020) - [c31]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: 160-164 - [c30]Philipp Koch, Mark Dreier, Anna Larsen, Tim J. Parbs, Marco Maaß
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks. EMBC 2020: 3783-3787 - [c29]Philipp Koch, Mark Dreier, Marco Maaß
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition. EUSIPCO 2020: 1600-1604 - [c28]Marco Maaß
A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging. EUSIPCO 2020: 2135-2139 - [c27]Marco Steinbrink, Philipp Koch, Stefan May, Bernhard Jung, Michael Schmidpeter:
State Machine for Arbitrary Robots for Exploration and Inspection Tasks. ICVISP 2020: 29:1-29:6 - [c26]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: 360-365 - [i17]Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins:
Improving GANs for Speech Enhancement. CoRR abs/2001.05532 (2020) - [i16]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 abs/2004.11349 (2020) - [i15]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. CoRR abs/2007.05492 (2020) - [i14]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 abs/2009.05527 (2020) - [i13]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 abs/2010.09132 (2020)
2010 – 2019
- 2019
- [c25]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: 1829-1833 - [c24]Philipp Koch, Mark Dreier, Marco Maaß
A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data. EMBC 2019: 5088-5091 - [c23]Philipp Koch, Mark Dreier, Martina Böhme, Marco Maaß
Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data. EUSIPCO 2019: 1-5 - [c22]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: 1-5 - [c21]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: 393-407 - [c20]Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin
Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks. ICASSP 2019: 51-55 - [c19]Philipp Koch, Nele Sophie Brügge, Huy Phan, Marco Maaß
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data. ICASSP 2019: 2877-2881 - [c18]Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos
Spatio-Temporal Attention Pooling for Audio Scene Classification. INTERSPEECH 2019: 3845-3849 - [c17]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: 1-2 - [i12]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 abs/1904.03543 (2019) - [i11]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 abs/1904.05945 (2019) - [i10]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 abs/1907.13177 (2019) - 2018
- [j3]Fabrice Katzberg
A Compressed Sensing Framework for Dynamic Sound-Field Measurements. IEEE ACM Trans. Audio Speech Lang. Process. 26(11): 1962-1975 (2018) - [c16]Philipp Koch, Huy Phan, Marco Maaß
Recurrent Neural Network Based Early Prediction of Future Hand Movements. EMBC 2018: 4710-4713 - [c15]Philipp Koch, Huy Phan, Marco Maaß
Recurrent Neural Networks with Weighting Loss for Early prediction of Hand Movements. EUSIPCO 2018: 1152-1156 - [c14]Marco Maaß
Simultaneous Estimation of a System Matrix by Compressed Sensing and Finding Optimal Regularization Parameters for the Inversion Problem. EUSIPCO 2018: 1950-1954 - [c13]Huy Phan, Philipp Koch, Ian McLoughlin
Enabling Early Audio Event Detection with Neural Networks. ICASSP 2018: 141-145 - [c12]Fabrice Katzberg, Radoslaw Mazur, Marco Maaß
Compressive Sampling of Sound Fields Using Moving Microphones. ICASSP 2018: 181-185 - [i9]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 abs/1811.01092 (2018) - [i8]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 abs/1811.01095 (2018) - 2017
- [j2]Huy Phan, Lars Hertel, Marco Maaß
Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1278-1290 (2017) - [c11]Philipp Koch, Huy Phan, Marco Maaß
Early prediction of future hand movements using sEMG data. EMBC 2017: 54-57 - [c10]Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß
What makes audio event detection harder than classification? EUSIPCO 2017: 2739-2743 - [c9]Fabrice Katzberg, Radoslaw Mazur, Marco Maaß
Multigrid reconstruction of sound fields using moving microphones. HSCMA 2017: 191-195 - [c8]Huy Phan, Philipp Koch, Lars Hertel, Marco Maaß
CNN-LTE: A class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification. ICASSP 2017: 136-140 - [c7]Fabrice Katzberg, Radoslaw Mazur, Marco Maaß
Measurement of sound fields using moving microphones. ICASSP 2017: 3231-3235 - [c6]Johanna Gleichauf
Sensor Fusion Approach for an Autonomous Shunting Locomotive. ICINCO (Selected Papers) 2017: 603-624 - [c5]Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß
Audio Scene Classification with Deep Recurrent Neural Networks. INTERSPEECH 2017: 3043-3047 - [i7]Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Audio Scene Classification with Deep Recurrent Neural Networks. CoRR abs/1703.04770 (2017) - [i6]Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Enabling Early Audio Event Detection with Neural Networks. CoRR abs/1712.02116 (2017) - 2016
- [j1]Philipp Koch, Stefan May, Michael Schmidpeter, Markus Kühn, Christian Pfitzner, Christian Merkl, Rainer Koch
Multi-Robot Localization and Mapping Based on Signed Distance Functions. J. Intell. Robotic Syst. 83(3-4): 409-428 (2016) - [c4]Huy Phan, Lars Hertel, Marco Maaß
Label Tree Embeddings for Acoustic Scene Classification. ACM Multimedia 2016: 486-490 - [i5]Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins:
Label Tree Embeddings for Acoustic Scene Classification. CoRR abs/1606.07908 (2016) - [i4]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 abs/1607.02303 (2016) - [i3]Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins:
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection. CoRR abs/1607.02306 (2016) - [i2]Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins:
Measurement of Sound Fields Using Moving Microphones. CoRR abs/1609.09390 (2016) - [i1]Huy Phan, Philipp Koch, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins:
What Make Audio Event Detection Harder than Classification? CoRR abs/1612.09089 (2016) - 2015
- [c3]Philipp Koch, Stefan May, Michael Schmidpeter, Markus Kühn, Christian Pfitzner, Christian Merkl, Rainer Koch, Martin Fees, Jon Martin
Multi-robot Localization and Mapping Based on Signed Distance Functions. ICARSC 2015: 77-82 - [c2]Rainer Koch, Stefan May, Philipp Koch, Markus Kühn, Andreas Nüchter
Detection of Specular Reflections in Range Measurements for Faultless Robotic SLAM. ROBOT (1) 2015: 133-145 - 2014
- [c1]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: 95-102
Coauthor Index
Ian McLoughlin 0001
aka: Ian Vince McLoughlin
aka: Ian Vince McLoughlin
[j10] [c42] [i25] [j7] [j6] [c38] [c36] [i22] [j5] [c34] [c33] [c32] [i20] [i19] [j4] [c31] [c30] [c29] [c28] [i17] [i16] [i15] [i14] [i13] [c25] [c24] [c23] [c22] [c20] [c19] [c18] [i12] [i11] [i10] [j3] [c16] [c15] [c14] [c13] [c12] [i9] [i8] [j2] [c11] [c10] [c9] [c8] [c7] [c5] [i7] [i6] [c4] [i5] [i4] [i3] [i2] [i1]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:13 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: