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2020 – today
- 2023
[j10]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): 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, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
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, Philipp Koch, Jeanne Wilbrandt, Steve Hoffmann:
Locus-specific expression analysis of transposable elements. Briefings Bioinform. 23(1) (2022) - [j8]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): 4727-4734 (2022) - [j7]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): 5903-5915 (2022) - [j6]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): 2456-2467 (2022) - [c39]Philipp Koch, Matthias Aßenmacher, Christian Heumann:
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, Philipp Koch, César A. Hidalgo:
Multidimensional Economic Complexity: How the Geography of Trade, Technology, and Research Explain Inclusive Green Growth. CoRR abs/2209.08382 (2022) - 2021
- [j5]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): 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, 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: 6519-6523 - [c33]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: 611-615 - [c32]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: 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, 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: 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, Huy Phan, Alfred Mertins:
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks. EMBC 2020: 3783-3787 - [c29]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: 1600-1604 - [c28]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: 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, Martina Böhme, Huy Phan, Alfred Mertins:
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, Huy Phan, Alfred Mertins:
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, Alfred Mertins, Maarten De Vos:
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, Alfred Mertins:
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, Ian McLoughlin, Alfred Mertins:
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, 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): 1962-1975 (2018) - [c16]Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins:
Recurrent Neural Network Based Early Prediction of Future Hand Movements. EMBC 2018: 4710-4713 - [c15]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: 1152-1156 - [c14]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: 1950-1954 - [c13]Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Enabling Early Audio Event Detection with Neural Networks. ICASSP 2018: 141-145 - [c12]Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins:
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, 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): 1278-1290 (2017) - [c11]Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins:
Early prediction of future hand movements using sEMG data. EMBC 2017: 54-57 - [c10]Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins:
What makes audio event detection harder than classification? EUSIPCO 2017: 2739-2743 - [c9]Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins:
Multigrid reconstruction of sound fields using moving microphones. HSCMA 2017: 191-195 - [c8]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: 136-140 - [c7]Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, Alfred Mertins:
Measurement of sound fields using moving microphones. ICASSP 2017: 3231-3235 - [c6]Johanna Gleichauf, Johannes Vollet, Christian Pfitzner, Philipp Koch, Stefan May:
Sensor Fusion Approach for an Autonomous Shunting Locomotive. ICINCO (Selected Papers) 2017: 603-624 - [c5]Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
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, 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): 409-428 (2016) - [c4]Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins:
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, Andreas Nüchter:
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]
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