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ORCIDBin Yang 0009
Person information
- affiliation: University of Stuttgart, Institute of Signal Processing and System Theory, Germany
- affiliation (1996 - 2001): Infineon Technologies, Germany
- affiliation (PhD 1991): Ruhr University,Department of Electrical Engineering, Bochum, Germany
Other persons with the same name
- Bin Yang (aka: Yang Bin) — disambiguation page
- Bin Yang 0001 — Peking University, Institute of Computer Science and Technology, Beijing, China
- Bin Yang 0002
![[0000-0002-1658-1079]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-1658-1079")
— East China Normal University, China (and 4 more) - Bin Yang 0003 — Technical University Munich, Faculty of Civil Engineering and Surveying, Germany
- Bin Yang 0004 — Northwest A&F University, College of Science,Yangling, China (and 1 more)
- Bin Yang 0005 — University Pierre and Marie Curie-Sorbonne University, Paris, France
- Bin Yang 0006 — Huazhong University of Science & Technology, Wuhan, China
- Bin Yang 0007 — Nankai University, College of Software, Tianjin, China
- Bin Yang 0008 — Hunan University, Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, Changsha, China (and 2 more)
- Bin Yang 0010 — Aalto University, School of Electrical Engineering, Espoo, Finland (and 2 more)
- Bin Yang 0011 — Central South University, School of Information Science and Engineering, Changsha, China
- Bin Yang 0012 — Fudan University, Department of Electronic Engineering, Key Laboratory for Information Science of Electromagnetic Waves, Shanghai, China (and 1 more)
- Bin Yang 0013 — Central South University, School of Geosciences and Info-Physics, Changsha, China (and 1 more)
- Bin Yang 0014 — Chang'an University, State Engineering Laboratory of Highway Maintenance Equipment, Xi'an, China
- Bin Yang 0015 — Zhengzhou Information Science and Technology Institute, China
- Bin Yang 0016 (aka: Sean Bin Yang) — Aalborg University, Denmark (and 1 more)
- Bin Yang 0017 — Zaozhuang University, School of Information Science and Engineering, China
- Bin Yang 0018 — Dalian University of Technology, School of Control Science and Engineering, China (and 1 more)
- Bin Yang 0019 — East China University of Science and Technology, School of Mechanical and Power Engineering, Shanghai, China
- Bin Yang 0020 — Guangdong University of Technology, School of Civil and Transportation Engineering, Guangzhou, China
- Bin Yang 0021 — Uber Advanced Technologies Group, USA (and 1 more)
- Bin Yang 0022 — Sensetime Group Limited, Shatin, Hong Kong (and 3 more)
- Bin Yang 0023 — Hunan University, College of Electrical and Information Engineering, Changsha, China
- Bin Yang 0024 — Xi'an Jiaotong University, School of Electronics and Information Engineering, China
- Bin Yang 0025 — Jiangnan University, School of Design, Wuxi, China (and 1 more)
- Bin Yang 0026 — Wuhan University, Wuhan, China
- Bin Yang 0027 — Southeast University, Nanjin, China
- Bin Yang 0028 — North China Electric Power University, State Key Laboratory of Alternative Electrical Power System With Renewable Energy Sources, Beijing, China
- Bin Yang 0029 — Tongji University, Department of Structural Engineering, Shanghai, China
- Bin Yang 0030 — University of South China, School of Electrical Engineering, Hengyang, China (and 1 more)
- Bin Yang 0031 — Shanghai Jiao Tong University, National Key Laboratory of Science and Technology on Micro/Nano Fabrication, China
- Bin Yang 0032 — Air Force Military Medical University, Department of Biomedical Engineering, Xi'an, China (and 1 more)
- Bin Yang 0033 (aka: Yang Bin 0033) — Shanghai Maritime University, Logistics Management Department, Graduate School College, China
- Bin Yang 0034 — Hangzhou Dianzi University, School of Cyberspace, China
- Bin Yang 0035 — Zhejiang University of Technology, College of Mechanical Engineering, Hangzhou, China (and 2 more)
- Bin Yang 0036 — Beihang University, School of Reliability and Systems Engineering, Beijing, China (and 1 more)
- Bin Yang 0037 — IoT Software and Systems, Beijing Engineering Research Center, Beijing, China (and 1 more)
- Bin Yang 0038 — China Unicom Research Institute, Beijing, China
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Journal Articles
- 2024
[j36]Marc Fischer, Alexander Bartler, Bin Yang:
Prompt tuning for parameter-efficient medical image segmentation. Medical Image Anal. 91: 103024 (2024)- [j35]Sherif Abdulatif, Ruizhe Cao, Bin Yang:
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2477-2493 (2024) - 2023
- [j34]Louisa Fay, Erick Cobos, Bin Yang, Sergios Gatidis, Thomas Küstner:
Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing. IEEE Access 11: 64070-64086 (2023) - [j33]Marc Fischer, Thomas Küstner, Sofia Pappa, Thoralf Niendorf, Tobias Pischon, Thomas Kröncke, Stefanie Bette, Sara Schramm, Börge Schmidt, Johannes Haubold, Felix Nensa, Tobias Nonnenmacher, Viktoria Palm, Fabian Bamberg, Lena Kiefer, Fritz Schick, Bin Yang:
Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study. BMC Medical Imaging 23(1): 104 (2023) - [j32]George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang:
USIS: Unsupervised Semantic Image Synthesis. Comput. Graph. 111: 14-23 (2023) - [j31]Marc Fischer, Tobias Hepp, Sergios Gatidis, Bin Yang:
Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations. Comput. Medical Imaging Graph. 104: 102174 (2023) - [j30]Phillip Czech, Markus Braun, Ulrich Kreßel, Bin Yang:
Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera Views with Spatio-Temporal Ego-Motion Estimation. Mach. Learn. Knowl. Extr. 5(3): 957-978 (2023) - 2021
- [j29]Tobias Hepp, Dominik Blum, Karim Armanious, Bernhard Schölkopf, Darko Stern, Bin Yang, Sergios Gatidis:
Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study. Comput. Medical Imaging Graph. 92: 101967 (2021) - [j28]Yiwen Liao, Abdullah Yeaser, Bin Yang, James Tung, Ehsan Hashemi:
Unsupervised fault detection and recovery for intelligent robotic rollators. Robotics Auton. Syst. 146: 103876 (2021) - [j27]Yiwen Liao, Ehsan Hashemi, Tong Wang, Bin Yang:
A Learning-Aided Generic Framework for Fault Detection and Recovery of Inertial Sensors in Automated Driving Systems. IEEE Syst. J. 15(2): 3001-3011 (2021) - [j26]Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang:
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation. IEEE Trans. Medical Imaging 40(7): 1778-1791 (2021) - [j25]Thomas Küstner, Jiazhen Pan, Haikun Qi, Gastão Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, René M. Botnar, Claudia Prieto:
LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 40(12): 3686-3697 (2021) - 2020
- [j24]Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner, Tobias Hepp, Konstantin Nikolaou, Sergios Gatidis, Bin Yang:
MedGAN: Medical image translation using GANs. Comput. Medical Imaging Graph. 79: 101684 (2020) - [j23]Patrick Schlachter, Yiwen Liao, Bin Yang:
Deep Open Set Recognition Using Dynamic Intra-class Splitting. SN Comput. Sci. 1(2): 77 (2020) - [j22]Gor Hakobyan, Michael Ulrich, Bin Yang:
OFDM-MIMO Radar With Optimized Nonequidistant Subcarrier Interleaving. IEEE Trans. Aerosp. Electron. Syst. 56(1): 572-584 (2020) - [j21]Gor Hakobyan, Karim Armanious, Bin Yang:
Interference-Aware Cognitive Radar: A Remedy to the Automotive Interference Problem. IEEE Trans. Aerosp. Electron. Syst. 56(3): 2326-2339 (2020) - 2019
- [j20]Gor Hakobyan, Bin Yang:
High-Performance Automotive Radar: A review of signal processing algorithms and modulation schemes. IEEE Signal Process. Mag. 36(5): 32-44 (2019) - [j19]Michael Ulrich, Bin Yang:
Wavelength-Diverse MIMO Radar: Parameter-Coupling, Array-Carrier Optimization and Direction-of-Arrival Estimation. IEEE Trans. Aerosp. Electron. Syst. 55(4): 1920-1932 (2019) - [j18]Faezeh Fallah, Sven S. Walter, Fabian Bamberg, Bin Yang:
Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images. IEEE J. Biomed. Health Informatics 23(4): 1692-1701 (2019) - 2018
- [j17]Annika Liebgott, Thomas Küstner, Heiko Strohmeier, Tobias Hepp, Philipp Mangold, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Bin Yang, Sergios Gatidis:
ImFEATbox: a toolbox for extraction and analysis of medical image features. Int. J. Comput. Assist. Radiol. Surg. 13(12): 1881-1893 (2018) - [j16]Chunlai Wang, Lukas Mauch, Mehul Manoj Saxena, Bin Yang:
On the contextual aspects of using deep convolutional neural network for semantic image segmentation. J. Electronic Imaging 27(05): 051223 (2018) - [j15]Lukas Mauch, Chunlai Wang, Bin Yang:
Subset selection for visualization of relevant image fractions for deep learning based semantic image segmentation. J. Frankl. Inst. 355(4): 1931-1944 (2018) - [j14]Gor Hakobyan, Bin Yang:
A Novel Intercarrier-Interference Free Signal Processing Scheme for OFDM Radar. IEEE Trans. Veh. Technol. 67(6): 5158-5167 (2018) - 2017
- [j13]Thomas Kustner, Martin Schwartz, Petros Martirosian, Sergios Gatidis, Ferdinand Seith, Christopher Gilliam, Thierry Blu, Hadi Fayad, Dimitris Visvikis, Fritz Schick, Bin Yang, Holger Schmidt, Nina F. Schwenzer:
MR-based respiratory and cardiac motion correction for PET imaging. Medical Image Anal. 42: 129-144 (2017) - 2016
- [j12]Thomas Kustner, Christian Würslin, Sergios Gatidis, Petros Martirosian, Konstantin Nikolaou, Nina F. Schwenzer, Fritz Schick, Bin Yang, Holger Schmidt:
MR Image Reconstruction Using a Combination of Compressed Sensing and Partial Fourier Acquisition: ESPReSSo. IEEE Trans. Medical Imaging 35(11): 2447-2458 (2016) - 2013
- [j11]Benedikt Loesch, Bin Yang:
Cramér-Rao Bound for Circular and Noncircular Complex Independent Component Analysis. IEEE Trans. Signal Process. 61(2): 365-379 (2013) - 2012
- [j10]Stefan Uhlich, Bin Yang:
Bayesian Estimation for Nonstandard Loss Functions Using a Parametric Family of Estimators. IEEE Trans. Signal Process. 60(3): 1022-1031 (2012) - 2010
- [j9]Stefan Uhlich, Bin Yang:
Efficient recursive estimators for a linear, time-varying Gaussian model with general constraints. IEEE Trans. Signal Process. 58(9): 4910-4915 (2010) - 2008
- [j8]Jan Scheuing, Bin Yang:
Disambiguation of TDOA Estimation for Multiple Sources in Reverberant Environments. IEEE Trans. Speech Audio Process. 16(8): 1479-1489 (2008) - 1996
- [j7]Bin Yang:
Asymptotic convergence analysis of the projection approximation subspace tracking algorithms. Signal Process. 50(1-2): 123-136 (1996) - [j6]Aleksandar Kavcic, Bin Yang:
Adaptive rank estimation for spherical subspace trackers. IEEE Trans. Signal Process. 44(6): 1573-1579 (1996) - [j5]Aleksandar Kavcic, Bin Yang:
Subspace tracking with adaptive threshold rank estimation. J. VLSI Signal Process. 14(1): 75-91 (1996) - 1995
- [j4]Bin Yang:
An extension of the PASTd algorithm to both rank and subspace tracking. IEEE Signal Process. Lett. 2(9): 179-182 (1995) - [j3]Bin Yang:
Projection approximation subspace tracking. IEEE Trans. Signal Process. 43(1): 95-107 (1995) - 1994
- [j2]Bin Yang:
A note on the error propagation analysis of recursive least squares algorithms. IEEE Trans. Signal Process. 42(12): 3523-3525 (1994) - 1992
- [j1]Bin Yang, Johann F. Böhme:
Rotation-based RLS algorithms: unified derivations, numerical properties, and parallel implementations. IEEE Trans. Signal Process. 40(5): 1151-1167 (1992)
Conference and Workshop Papers
- 2024
- [c156]Martin Wimpff, Mario Döbler, Bin Yang:
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding. BCI 2024: 1-6 - [c155]Karim Guirguis, George Eskandar, Mingyang Wang, Matthias Kayser, Eduardo Monari, Bin Yang, Jürgen Beyerer:
Uncertainty-based Forgetting Mitigation for Generalized Few-Shot Object Detection. CVPR Workshops 2024: 2586-2595 - [c154]Veronika Ecker, Marcel Früh, Bin Yang, Sergios Gatidis, Thomas Küstner:
Deep Regression for Biological Age Estimation in Multiple Organs: Investigations on 40, 000 Subjects of the UK Biobank. ICASSP 2024: 2255-2259 - [c153]Robert A. Marsden, Mario Döbler, Bin Yang:
Introducing Intermediate Domains for Effective Self-Training during Test-Time. IJCNN 2024: 1-10 - [c152]Robert A. Marsden, Mario Döbler, Bin Yang:
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction. WACV 2024: 2543-2553 - 2023
- [c151]Mario Döbler, Robert A. Marsden, Bin Yang:
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation. CVPR 2023: 7704-7714 - [c150]Karim Guirguis, Johannes Meier, George Eskandar, Matthias Kayser, Bin Yang, Jürgen Beyerer:
NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging. CVPR 2023: 24193-24202 - [c149]George Eskandar, Shuai Zhang, Mohamed Abdelsamad, Mark Youssef, Diandian Guo, Bin Yang:
A Semi-Paired Approach for Label-to-Image Translation. ICIP 2023: 2225-2229 - [c148]Rinor Cakaj, Jens Mehnert, Bin Yang:
Weight Compander: A Simple Weight Reparameterization for Regularization. IJCNN 2023: 1-10 - [c147]Rinor Cakaj, Jens Mehnert, Bin Yang:
Spectral Batch Normalization: Normalization in the Frequency Domain. IJCNN 2023: 1-10 - [c146]Sven Hinderer, Pascal Schlachter, Zhibin Yu, Xiaofeng Wu, Bin Yang:
Indoor Positioning Based on Active Radar Sensing and Passive Reflectors: Reflector Placement Optimization. IPIN 2023: 1-7 - [c145]Pascal Schlachter, Zhibin Yu, Naveed Iqbal, Xiaofeng Wu, Sven Hinderer, Bin Yang:
Indoor Positioning based on Active Radar Sensing and Passive Reflectors: Concepts & Initial Results. IPIN-WiP 2023 - [c144]George Eskandar, Youssef Farag, Tarun Yenamandra, Daniel Cremers, Karim Guirguis, Bin Yang:
Urban-StyleGAN: Learning to Generate and Manipulate Images of Urban Scenes. IV 2023: 1-8 - [c143]George Eskandar, Diandian Guo, Karim Guirguis, Bin Yang:
Towards Pragmatic Semantic Image Synthesis for Urban Scenes. IV 2023: 1-8 - [c142]Karim Guirguis, Mohamed Abdelsamad, George Eskandar, Ahmed Hendawy, Matthias Kayser, Bin Yang, Juergen Beyerer:
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors. WACV 2023: 3749-3758 - 2022
- [c141]Alexander Bartler, Andre Bühler, Felix Wiewel, Mario Döbler, Bin Yang:
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption. AISTATS 2022: 3080-3090 - [c140]Hussam Amrouch, Jens Anders, Steffen Becker, Maik Betka, Gerd Bleher, Peter Domanski, Nourhan Elhamawy, Thomas Ertl, Athanasios Gatzastras, Paul R. Genssler, Sebastian Hasler, Martin Heinrich, André van Hoorn, Hanieh Jafarzadeh, Ingmar Kallfass, Florian Klemme, Steffen Koch, Ralf Küsters, Andrés Lalama, Raphaël Latty, Yiwen Liao, Natalia Lylina, Zahra Paria Najafi-Haghi, Dirk Pflüger, Ilia Polian, Jochen Rivoir, Matthias Sauer, Denis Schwachhofer, Steffen Templin, Christian Volmer, Stefan Wagner, Daniel Weiskopf, Hans-Joachim Wunderlich, Bin Yang, Martin Zimmermann:
Intelligent Methods for Test and Reliability. DATE 2022: 969-974 - [c139]Tobias Haueise, Annika Liebgott, Bin Yang:
A Comparative Study on the Potential of Unsupervised Deep Learning-based Feature Selection in Radiomics. EMBC 2022: 541-544 - [c138]Martin Schwartz, Bin Yang, Fritz Schick:
Classification-guided Neural Network-based Correction of Magnetic Resonance-related Gradient Artifact Residuals in Simultaneously Recorded Surface Electromyography. EMBC 2022: 3632-3635 - [c137]George Eskandar, Mohamed Abdelsamad, Karim Armanious, Shuai Zhang, Bin Yang:
Wavelet-Based Unsupervised Label-to-Image Translation. ICASSP 2022: 1760-1764 - [c136]Phillip Czech, Markus Braun, Ulrich Kreßel, Bin Yang:
On-Board Pedestrian Trajectory Prediction Using Behavioral Features. ICMLA 2022: 437-443 - [c135]Alexander Bartler, Florian Bender, Felix Wiewel, Bin Yang:
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision. IJCNN 2022: 1-8 - [c134]Yiwen Liao, Bin Yang:
To Generalize or Not to Generalize: Towards Autoencoders in One-Class Classification. IJCNN 2022: 1-8 - [c133]Robert A. Marsden, Alexander Bartler, Mario Döbler, Bin Yang:
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation. IJCNN 2022: 1-8 - [c132]Robert A. Marsden, Felix Wiewel, Mario Döbler, Yang Yang, Bin Yang:
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer. IJCNN 2022: 1-8 - [c131]Felix Wiewel, Alexander Bartler, Bin Yang:
Dirichlet Prior Networks for Continual Learning. IJCNN 2022: 1-8 - [c130]Ruizhe Cao, Sherif Abdulatif, Bin Yang:
CMGAN: Conformer-based Metric GAN for Speech Enhancement. INTERSPEECH 2022: 936-940 - [c129]George Eskandar, Robert A. Marsden, Pavithran Pandiyan, Mario Döbler, Karim Guirguis, Bin Yang:
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions. IROS 2022: 10865-10872 - [c128]Yiwen Liao, Raphaël Latty, Paul R. Genssler, Hussam Amrouch, Bin Yang:
Wafer Map Defect Classification Based on the Fusion of Pattern and Pixel Information. ITC 2022: 1-9 - [c127]Yiwen Liao, Zahra Paria Najafi-Haghi, Hans-Joachim Wunderlich, Bin Yang:
Efficient and Robust Resistive Open Defect Detection Based on Unsupervised Deep Learning. ITC 2022: 185-193 - [c126]Karim Guirguis, George Eskandar, Matthias Kayser, Bin Yang, Juergen Beyerer:
Few-Shot Object Detection in Unseen Domains. SITIS 2022: 98-107 - 2021
- [c125]Yiwen Liao, Alexander Bartler, Bin Yang:
Anomaly Detection Based on Selection and Weighting in Latent Space. CASE 2021: 409-415 - [c124]Sherif Abdulatif, Karim Armanious, Jayasankar T. Sajeev, Karim Guirguis, Bin Yang:
Investigating Cross-Domain Losses for Speech Enhancement. EUSIPCO 2021: 411-415 - [c123]George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang:
SLPC: A VRNN-based approach for stochastic lidar prediction and completion in autonomous driving. EUSIPCO 2021: 721-725 - [c122]Florian Liebgott, Annika Liebgott, Bin Yang:
Towards Combined Event Detection and Classification for Non-Intrusive Load Monitoring Using Convolutional Neural Networks. EUSIPCO 2021: 1406-1410 - [c121]Florian Liebgott, Marvin Jandt, Mark Eberspächer, Annika Liebgott, Bin Yang:
Spectrum-Based Online Estimation of IQ Imbalance for Near Field Radar Distance Sensors. EUSIPCO 2021: 2030-2034 - [c120]Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang:
Uncertainty-Based Biological Age Estimation of Brain MRI Scans. ICASSP 2021: 1100-1104 - [c119]Annika Liebgott, Charlotte Lorenz, Sergios Gatidis, Viet Chau Vu, Konstantin Nikolaou, Bin Yang:
Automated Multi-Organ Segmentation in Pet Images Using Cascaded Training of a 3d U-Net and Convolutional Autoencoder. ICASSP 2021: 1145-1149 - [c118]Kanil Patel, William H. Beluch, Bin Yang, Michael Pfeiffer, Dan Zhang:
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning. ICLR 2021 - [c117]Yiwen Liao, Raphaël Latty, Bin Yang:
Feature Selection Using Batch-Wise Attenuation and Feature Mask Normalization. IJCNN 2021: 1-9 - [c116]Felix Wiewel, Bin Yang:
Condensed Composite Memory Continual Learning. IJCNN 2021: 1-8 - 2020
- [c115]Thomas Küstner, Jiazhen Pan, Christopher Gilliam, Haikun Qi, Gastão Cruz, Kerstin Hammernik, Bin Yang, Thierry Blu, Daniel Rueckert, René M. Botnar, Claudia Prieto, Sergios Gatidis:
Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk. APSIPA 2020: 976-985 - [c114]Karim Guirguis, Christoph Schorn, Andre Guntoro, Sherif Abdulatif, Bin Yang:
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks. EUSIPCO 2020: 16-20 - [c113]Sherif Abdulatif, Karim Armanious, Karim Guirguis, Jayasankar T. Sajeev, Bin Yang:
AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks. EUSIPCO 2020: 451-455 - [c112]Faezeh Fallah, Felix Wiewel, Bin Yang:
Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph. EUSIPCO 2020: 1120-1124 - [c111]Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang:
Organ-Based Chronological Age Estimation Based on 3D MRI Scans. EUSIPCO 2020: 1225-1228 - [c110]Annika Liebgott, Sergios Gatidis, Viet Chau Vu, Tobias Haueise, Konstantin Nikolaou, Bin Yang:
Feature-based Response Prediction to Immunotherapy of late-stage Melanoma Patients Using PET/MR Imaging. EUSIPCO 2020: 1229-1233 - [c109]Alexander Bartler, Darius Hinderer, Bin Yang:
Grad-LAM: Visualization of Deep Neural Networks for Unsupervised Learning. EUSIPCO 2020: 1407-1411 - [c108]Felix Wiewel, Bin Yang:
Entropy-based Sample Selection for Online Continual Learning. EUSIPCO 2020: 1477-1481 - [c107]Felix Wiewel, Andreas Brendle, Bin Yang:
Continual Learning Through One-Class Classification Using VAE. ICASSP 2020: 3307-3311 - [c106]Faezeh Fallah, Bin Yang:
Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction. ICASSP 2020: 8369-8373 - [c105]Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang:
ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging. ICIP 2020: 3005-3009 - [c104]Kanil Patel, William Beluch, Dan Zhang, Michael Pfeiffer, Bin Yang:
On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration. ICPR 2020: 8029-8036 - [c103]Karim Armanious, Aastha Tanwar, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang:
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts. ISBI 2020: 1494-1498 - 2019
- [c102]Patrick Schlachter, Yiwen Liao, Bin Yang:
Deep One-Class Classification Using Intra-Class Splitting. DSW 2019: 100-104 - [c101]Martin Schwartz, Milan Reuter, Bin Yang, Fritz Schick:
Monte-Carlo Analysis for Quality Estimation of Gradient Correction Algorithms in Simultaneous Surface EMG-MRI Measurements using Signal Synthesis and Class Probability. EMBC 2019: 690-693 - [c100]Karim Armanious, Sherif Abdulatif, Fady Aziz, Urs Schneider, Bin Yang:
An Adversarial Super-Resolution Remedy for Radar Design Trade-offs. EUSIPCO 2019: 1-5 - [c99]Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang:
Unsupervised Medical Image Translation Using Cycle-MedGAN. EUSIPCO 2019: 1-5 - [c98]Alexander Bartler, Felix Wiewel, Lukas Mauch, Bin Yang:
Training Variational Autoencoders with Discrete Latent Variables Using Importance Sampling. EUSIPCO 2019: 1-5 - [c97]Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg:
Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images. EUSIPCO 2019: 1-5 - [c96]Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg:
Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images. EUSIPCO 2019: 1-5 - [c95]Annika Liebgott, Darius Hinderer, Karim Armanious, Alexander Bartler, Konstantin Nikolaou, Sergios Gatidis, Bin Yang:
Prediction of FDG uptake in Lung Tumors from CT Images Using Generative Adversarial Networks. EUSIPCO 2019: 1-5 - [c94]Patrick Schlachter, Yiwen Liao, Bin Yang:
Open-Set Recognition Using Intra-Class Splitting. EUSIPCO 2019: 1-5 - [c93]Patrick Schlachter, Yiwen Liao, Bin Yang:
One-Class Feature Learning Using Intra-Class Splitting. EUSIPCO 2019: 1-5 - [c92]Karim Armanious, Youssef Mecky, Sergios Gatidis, Bin Yang:
Adversarial Inpainting of Medical Image Modalities. ICASSP 2019: 3267-3271 - [c91]Felix Wiewel, Bin Yang:
Continual Learning for Anomaly Detection with Variational Autoencoder. ICASSP 2019: 3837-3841 - [c90]Karim Armanious, Sergios Gatidis, Konstantin Nikolaou, Bin Yang, Thomas Kustner:
Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using Gans. ISBI 2019: 1550-1554 - 2018
- [c89]Sebastian Milde, Annika Liebgott, Ziwei Wu, Wenyi Feng, Jiahuan Yang, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Sergios Gatidis, Fritz Schick, Bin Yang, Thomas Kustner:
Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Imaging. APSIPA 2018: 838-847 - [c88]Changsong Yu, Karim Said Barsim, Qiuqiang Kong, Bin Yang:
Multi-level attention model for weakly supervised audio classification. DCASE 2018: 188-192 - [c87]Martin Schwartz, Petros Martirosian, Bin Yang, Fritz Schick:
A Surface Electromyography-Driven Magnetic Resonance Sequence Controller for Real-Time Myoelectric Triggered Imaging. EMBC 2018: 1356-1359 - [c86]Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg:
A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images. EUSIPCO 2018: 41-45 - [c85]Patrick Schlachter, Bin Yang:
Active Learning for One-Class Classification Using Two One-Class Classifiers. EUSIPCO 2018: 1197-1201 - [c84]Michael Ulrich, Bin Yang:
Short-Duration Doppler Spectrogram for Person Recognition with a Handheld Radar. EUSIPCO 2018: 1227-1231 - [c83]Alexander Bartler, Lukas Mauch, Bin Yang, Michael Reuter, Liviu Stoicescu:
Automated Detection of Solar Cell Defects with Deep Learning. EUSIPCO 2018: 2035-2039 - [c82]Michael Ulrich, Thomas Hess, Sherif Abdulatif, Bin Yang:
Person Recognition Based on Micro-Doppler and Thermal Infrared Camera Fusion for Firefighting. FUSION 2018: 919-926 - [c81]Thomas Kustner, Marvin Jandt, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Sergios Gatidis, Fritz Schick, Bin Yang:
Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging. ICASSP 2018: 995-999 - [c80]Annika Liebgott, Florian Liebgott, Bin Yang, Sergios Gatidis, Konstantin Nikolaou:
Automated Detection of High FDG Uptake Regions in CT Images. ICASSP 2018: 1065-1069 - [c79]Chunlai Wang, Jiawei Yu, Lukas Mauch, Bin Yang:
Binary Segmentation Based Class Extension in Semantic Image Segmentation Using Convolutional Neural Networks. ICIP 2018: 2232-2236 - [c78]Thomas Küstner, Sarah Müller, Marc Fischer, Jakob Weiß, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick, Sergios Gatidis:
Semantic Organ Segmentation in 3D Whole-Body MR Images. ICIP 2018: 3498-3502 - [c77]Karim Said Barsim, Wangbo Zheng, Bin Yang:
Ensemble Learning to EEG-Based Brain Computer Interfaces with Applications on P300-Spellers. SMC 2018: 631-638 - [c76]Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg:
Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images. SPA 2018: 37-42 - 2017
- [c75]Faezeh Fallah, Bin Yang, Fabian Bamberg:
Automatic atlas-guided constrained random Walker algorithm for 3D segmentation of muscles on water magnetic resonance images. EUSIPCO 2017: 251-255 - [c74]Florian Liebgott, Bin Yang:
Active learning with cross-dataset validation in event-based non-intrusive load monitoring. EUSIPCO 2017: 296-300 - [c73]Michael Ulrich, Yinglai Yang, Bin Yang:
Design of multi-carrier MIMO radar array for DOA estimation. EUSIPCO 2017: 1957-1961 - [c72]Simon Blum, Michael Ulrich, Bin Yang:
A continuous cost function for the reconstruction of wired networks from reflection measurements. EUSIPCO 2017: 2551-2555 - [c71]Chunlai Wang, Bin Yang, Yiwen Liao:
Unsupervised image segmentation using convolutional autoencoder with total variation regularization as preprocessing. ICASSP 2017: 1877-1881 - [c70]Lukas Mauch, Bin Yang:
Selecting optimal layer reduction factors for model reduction of deep neural networks. ICASSP 2017: 2212-2216 - [c69]Lukas Mauch, Bin Yang:
A novel layerwise pruning method for model reduction of fully connected deep neural networks. ICASSP 2017: 2382-2386 - [c68]Thomas Kustner, Philip Wolf, Martin Schwartz, Annika Liebgott, Fritz Schick, Sergios Gatidis, Bin Yang:
An easy-to-use image labeling platform for automatic magnetic resonance image quality assessment. ISBI 2017: 754-757 - [c67]Michael Ulrich, Florian Maile, Andreas Löcklin, Bin Yang, Bernhard Kleiner, Nils Ziegenspeck:
A model for improved association of radar and camera objects in an indoor environment. SDF 2017: 1-6 - [c66]Faezeh Fallah, Doychin Mariyanov Tsanev, Bin Yang, Sven S. Walter, Fabian Bamberg:
A novel objective function based on a generalized kelly criterion for deep learning. SPA 2017: 84-89 - [c65]Faezeh Fallah, Bin Yang, Fabian Bamberg:
Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation. SPA 2017: 143-148 - 2016
- [c64]Michael Ulrich, Kilian Rambach, Bin Yang:
Direction-of-arrival estimation and Cramer-Rao bound for multi-carrier MIMO radar. EUSIPCO 2016: 1931-1935 - [c63]Gor Hakobyan, Bin Yang:
A novel narrowband interference suppression method for OFDM radar. EUSIPCO 2016: 2230-2234 - [c62]Annika Liebgott, Thomas Kustner, Sergios Gatidis, Fritz Schick, Bin Yang:
Active learning for magnetic resonance image quality assessment. ICASSP 2016: 922-926 - [c61]Lukas Mauch, Bin Yang:
A novel DNN-HMM-based approach for extracting single loads from aggregate power signals. ICASSP 2016: 2384-2388 - [c60]Mohamed Ibrahim, Bin Yang, Andreas Menkhoff:
A novel feedforward noise shaping for word-length reduction. ICASSP 2016: 4448-4452 - [c59]Chunlai Wang, Lukas Mauch, Ze Guo, Bin Yang:
On semantic image segmentation using deep convolutional neural network with shortcuts and easy class extension. IPTA 2016: 1-6 - [c58]Chunlai Wang, Bin Yang:
An unsupervised object-level image segmentation method based on foreground and background priors. SSIAI 2016: 141-144 - [c57]Chunlai Wang, Bin Yang:
Saliency-guided object proposal for refined salient region detection. VCIP 2016: 1-4 - 2015
- [c56]Michael Ulrich, Bin Yang:
Inference of wired network topology using multipoint reflectometry. EUSIPCO 2015: 1920-1924 - [c55]Karim Said Barsim, Bin Yang:
Toward a semi-supervised non-intrusive load monitoring system for event-based energy disaggregation. GlobalSIP 2015: 58-62 - [c54]Lukas Mauch, Bin Yang:
A new approach for supervised power disaggregation by using a deep recurrent LSTM network. GlobalSIP 2015: 63-67 - [c53]Benjamin Wild, Karim Said Barsim, Bin Yang:
A new unsupervised event detector for non-intrusive load monitoring. GlobalSIP 2015: 73-77 - [c52]Thomas Kustner, Christian Würslin, Holger Schmidt, Bin Yang:
Combining Compressed Sensing with motion correction in acquisition and reconstruction for PET/MR. ICASSP 2015: 788-792 - [c51]Bin Yang:
On the spectral growth of the polar representation of communication signals. ICASSP 2015: 3237-3241 - 2014
- [c50]Fabian Schmieder, Bin Yang:
Locality Sensitive Hashing Using GMM. GCPR 2014: 569-581 - [c49]Mohamed Ibrahim, Bin Yang:
A theoretical study of the statistical and spectral properties of polar transmitter signals. ISCAS 2014: 1512-1515 - [c48]Kilian Rambach, Markus Vogel, Bin Yang:
Optimal time division multiplexing schemes for DOA estimation of a moving target using a colocated MIMO radar. ISSPIT 2014: 108-113 - [c47]Parisa Ebrahim, Amira Abdellaoui, Wolfgang Stolzmann, Bin Yang:
Eyelid-based driver state classification under simulated and real driving conditions. SMC 2014: 3190-3196 - 2013
- [c46]Martin Kreißig, Bin Yang:
Fast and reliable TDOA assignment in multi-source reverberant environments. ICASSP 2013: 355-359 - [c45]Florian Liebgott, Christian Würslin, Bin Yang:
Segmentation of magnetic resonance images in presence of severe intensity inhomogeneities. ICASSP 2013: 1013-1017 - [c44]Fabian Schmieder, Bin Yang:
Maximum discriminant margin transform of discriminant functions. ICASSP 2013: 3417-3421 - [c43]Kilian Rambach, Bin Yang:
Colocated MIMO radar: Cramer-Rao bound and optimal time division multiplexing for DOA estimation of moving targets. ICASSP 2013: 4006-4010 - [c42]Parisa Ebrahim, Wolfgang Stolzmann, Bin Yang:
Eye Movement Detection for Assessing Driver Drowsiness by Electrooculography. SMC 2013: 4142-4148 - 2012
- [c41]Benedikt Loesch, Bin Yang:
On the solution of circular and noncircular complex KLD-ICA in the presence of noise. EUSIPCO 2012: 1479-1483 - [c40]Benedikt Loesch, Bin Yang:
Cramér-Rao Bound for Circular Complex Independent Component Analysis. LVA/ICA 2012: 42-49 - [c39]Martin Kreißig, Bin Yang:
An efficient algorithm for the synthesis of fully consistent graphs. ICASSP 2012: 2653-2656 - [c38]Peter Hermannstadter, Bin Yang:
Identification and validation of lateral driver models on experimentally induced driving behavior. SMC 2012: 1165-1170 - 2011
- [c37]Bin Yang, Martin Kreißig:
An introduction to consistent graphs and their signal processing applications. ICASSP 2011: 2740-2743 - [c36]Stefan Uhlich, Bin Yang:
Recursive estimation of room impulse responses with energy conservation constraints. ICASSP 2011: 3648-3651 - [c35]Benedikt Loesch, Bin Yang:
On the relation between ICA and MMSE based source separation. ICASSP 2011: 3720-3723 - [c34]Oliver Lange, Bin Yang:
Antenna geometry optimization for 2D direction-of-arrival estimation for radar imaging. WSA 2011: 1-8 - 2010
- [c33]Martin Kreißig, Bin Yang:
A graph theoretical framework for consistent time differences of arrival. Sprachkommunikation 2010: 1-4 - [c32]Benedikt Loesch, Parisa Ebrahim, Bin Yang:
Comparison of Different Algorithms for Acoustic Source Localization. Sprachkommunikation 2010: 1-4 - [c31]Fabian Friedrichs, Bin Yang:
Drowsiness monitoring by steering and lane data based features under real driving conditions. EUSIPCO 2010: 209-213 - [c30]Stefan Uhlich, Bin Yang:
A parametric family of Bayesian estimators for non-standard loss functions. EUSIPCO 2010: 631-635 - [c29]Martin Kreißig, Bin Yang:
Efficient synthesis of consistent graphs. EUSIPCO 2010: 1364-1368 - [c28]Benedikt Loesch, Bin Yang:
Blind Source Separation Based on Time-Frequency Sparseness in the Presence of Spatial Aliasing. LVA/ICA 2010: 1-8 - [c27]Benedikt Loesch, Bin Yang:
Adaptive Segmentation and Separation of Determined Convolutive Mixtures under Dynamic Conditions. LVA/ICA 2010: 41-48 - [c26]Benedikt Loesch, Francesco Nesta, Bin Yang:
On the robustness of the multidimensional state coherence transform for solving the permutation problem of frequency-domain ICA. ICASSP 2010: 225-228 - [c25]Fabian Friedrichs, Michael Miksch, Bin Yang:
Estimation of lane data-based features by odometric vehicle data for driver state monitoring. ITSC 2010: 611-616 - [c24]Fabian Friedrichs, Bin Yang:
Camera-based drowsiness reference for driver state classification under real driving conditions. Intelligent Vehicles Symposium 2010: 101-106 - [c23]Michael Miksch, Bin Yang, Klaus Zimmermann:
Automatic extrinsic camera self-calibration based on homography and epipolar geometry. Intelligent Vehicles Symposium 2010: 832-839 - [c22]Michael Miksch, Bin Yang, Klaus Zimmermann:
Motion compensation for obstacle detection based on homography and odometric data with virtual camera perspectives. Intelligent Vehicles Symposium 2010: 1152-1158 - [c21]Oliver Lange, Bin Yang:
Array geometry optimization for direction-of-arrival estimation including subarrays and tapering. WSA 2010: 135-142 - 2009
- [c20]Rainer Blind, Stefan Uhlich, Bin Yang, Frank Allgöwer:
Robustification and optimization of a Kalman filter with measurement loss using linear precoding. ACC 2009: 2222-2227 - [c19]Benedikt Loesch, Bin Yang:
Online blind source separation based on time-frequency sparseness. ICASSP 2009: 117-120 - [c18]Stefan Uhlich, Bin Yang:
MMSE estimation in a linear signal model with ellipsoidal constraints. ICASSP 2009: 3249-3252 - 2008
- [c17]Stefan Uhlich, Bin Yang:
A generalized optimal correlating transform for multiple description coding and its theoretical analysis. ICASSP 2008: 2969-2972 - [c16]Bin Yang:
A study of inverse short-time fourier transform. ICASSP 2008: 3541-3544 - 2007
- [c15]Jan Scheuing, Bin Yang:
Efficient Synthesis of Approximately Consistent Graphs for Acoustic Multi-Source Localization. ICASSP (4) 2007: 501-504 - [c14]Bin Yang:
Different Sensor Placement Strategies for TDOA Based Localization. ICASSP (2) 2007: 1093-1096 - 2006
- [c13]Jan Scheuing, Bin Yang:
Disambiguation of TDOA Estimates in Multi-Path Multi-Source Environments (DATEMM). ICASSP (4) 2006: 837-840 - [c12]Bin Yang, Jan Scheuing:
A Theoretical Analysis of 2D Sensor Arrays for TDOA Based Localization. ICASSP (4) 2006: 901-904 - 2005
- [c11]Bin Yang, Jan Scheuing:
Cramer-Rao bound and optimum sensor array for source localization from time differences of arrival. ICASSP (4) 2005: 961-964 - 1996
- [c10]Bin Yang:
Convergence analysis of the subspace tracking algorithms PAST and PASTd. ICASSP 1996: 1759-1762 - [c9]Bin Yang, Frank Gersemsky:
Asymptotic distribution of recursive subspace estimators. ICASSP 1996: 2856-2859 - [c8]Michael Wagner, Bin Yang, Johann F. Böhme:
Error Propagation In the Pastd Algorithm. ISSPA 1996: 204-207 - 1995
- [c7]Frank Gersemsky, Bin Yang:
A robust and efficient algorithm for source parameter estimation. ICASSP 1995: 2108-2111 - 1994
- [c6]Bin Yang, Frank Gersemsky:
An adaptive algorithm of linear computational complexity for both rank and subspace tracking. ICASSP (4) 1994: 33-36 - [c5]Aleksandar Kavcic, Bin Yang:
A new efficient subspace tracking algorithm based on singular value decomposition. ICASSP (4) 1994: 485-488 - 1993
- [c4]Bin Yang:
Subspace tracking based on the projection approach and the recursive least squares method. ICASSP (4) 1993: 145-148 - [c3]Bin Yang:
A rotation based multichannel least squares lattice algorithm for adaptive nonlinear filters. ISCAS 1993: 2631-2635 - 1989
- [c2]Bin Yang, Johann F. Böhme:
On a systolic implementation and the numerical properties of a multiple constrained adaptive beamformer. ICASSP 1989: 2819-2822 - 1988
- [c1]Bin Yang, Johann F. Böhme:
Systolic implementation of a general adaptive array processing algorithm. ICASSP 1988: 2785-2788
Informal and Other Publications
- 2024
- [i76]Mario Döbler, Florian Marencke, Robert A. Marsden, Bin Yang:
Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation. CoRR abs/2401.00989 (2024) - [i75]Pascal Schlachter, Bin Yang:
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation. CoRR abs/2401.17728 (2024) - [i74]George Eskandar, Chongzhe Zhang, Abhishek Kaushik, Karim Guirguis, Mohamed Sayed, Bin Yang:
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains. CoRR abs/2402.17562 (2024) - [i73]Mario Döbler, Robert A. Marsden, Tobias Raichle, Bin Yang:
A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-time Adaptation for Vision-Language Models. CoRR abs/2405.14977 (2024) - [i72]Pascal Schlachter, Simon Wagner, Bin Yang:
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model. CoRR abs/2407.14208 (2024) - [i71]Miao Zhang, Sherif Abdulatif, Benedikt Loesch, Marco Altmann, Marius Schwarz, Bin Yang:
Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions. CoRR abs/2408.06772 (2024) - [i70]Khaled M. Seyam, Julian Wiederer, Markus Braun, Bin Yang:
SVS-GAN: Leveraging GANs for Semantic Video Synthesis. CoRR abs/2409.06074 (2024) - [i69]Rinor Cakaj, Jens Mehnert, Bin Yang:
CNN Mixture-of-Depths. CoRR abs/2409.17016 (2024) - [i68]Rinor Cakaj, Jens Mehnert, Bin Yang:
Spectral Wavelet Dropout: Regularization in the Wavelet Domain. CoRR abs/2409.18951 (2024) - 2023
- [i67]Karim Guirguis, Johannes Meier, George Eskandar, Matthias Kayser, Bin Yang, Juergen Beyerer:
NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging. CoRR abs/2303.04958 (2023) - [i66]George Eskandar, Youssef Farag, Tarun Yenamandra, Daniel Cremers, Karim Guirguis, Bin Yang:
Urban-StyleGAN: Learning to Generate and Manipulate Images of Urban Scenes. CoRR abs/2305.09602 (2023) - [i65]George Eskandar, Mohamed Abdelsamad, Karim Armanious, Shuai Zhang, Bin Yang:
Wavelet-based Unsupervised Label-to-Image Translation. CoRR abs/2305.09647 (2023) - [i64]George Eskandar, Diandian Guo, Karim Guirguis, Bin Yang:
Towards Pragmatic Semantic Image Synthesis for Urban Scenes. CoRR abs/2305.09726 (2023) - [i63]Robert A. Marsden, Mario Döbler, Bin Yang:
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction. CoRR abs/2306.00650 (2023) - [i62]George Eskandar, Shuai Zhang, Mohamed Abdelsamad, Mark Youssef, Diandian Guo, Bin Yang:
A Semi-Paired Approach For Label-to-Image Translation. CoRR abs/2306.13585 (2023) - [i61]Rinor Cakaj, Jens Mehnert, Bin Yang:
Weight Compander: A Simple Weight Reparameterization for Regularization. CoRR abs/2306.16993 (2023) - [i60]Rinor Cakaj, Jens Mehnert, Bin Yang:
Spectral Batch Normalization: Normalization in the Frequency Domain. CoRR abs/2306.16999 (2023) - [i59]Pascal Schlachter, Zhibin Yu, Naveed Iqbal, Xiaofeng Wu, Sven Hinderer, Bin Yang:
Indoor Positioning based on Active Radar Sensing and Passive Reflectors: Concepts & Initial Results. CoRR abs/2310.04231 (2023) - [i58]Martin Wimpff, Leonardo Gizzi, Jan Zerfowski, Bin Yang:
EEG motor imagery decoding: A framework for comparative analysis with channel attention mechanisms. CoRR abs/2310.11198 (2023) - [i57]Martin Wimpff, Mario Döbler, Bin Yang:
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding. CoRR abs/2311.18520 (2023) - 2022
- [i56]George Eskandar, Janaranjani Palaniswamy, Karim Guirguis, Barath Somashekar, Bin Yang:
GLPU: A Geometric Approach For Lidar Pointcloud Upsampling. CoRR abs/2202.03901 (2022) - [i55]George Eskandar, Robert A. Marsden, Pavithran Pandiyan, Mario Döbler, Karim Guirguis, Bin Yang:
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions. CoRR abs/2203.03568 (2022) - [i54]Ruizhe Cao, Sherif Abdulatif, Bin Yang:
CMGAN: Conformer-based Metric GAN for Speech Enhancement. CoRR abs/2203.15149 (2022) - [i53]Karim Guirguis, George Eskandar, Matthias Kayser, Bin Yang, Jürgen Beyerer:
Few-Shot Object Detection in Unseen Domains. CoRR abs/2204.05072 (2022) - [i52]Alexander Bartler, Florian Bender, Felix Wiewel, Bin Yang:
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision. CoRR abs/2205.08731 (2022) - [i51]Yiwen Liao, Tianjie Ge, Raphaël Latty, Bin Yang:
Conditional Variable Selection for Intelligent Test. CoRR abs/2207.00335 (2022) - [i50]Yiwen Liao, Bin Yang, Raphaël Latty, Jochen Rivoir:
A Deep-Learning-Aided Pipeline for Efficient Post-Silicon Tuning. CoRR abs/2207.00336 (2022) - [i49]Robert A. Marsden, Felix Wiewel, Mario Döbler, Yang Yang, Bin Yang:
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer. CoRR abs/2208.06507 (2022) - [i48]Robert A. Marsden, Mario Döbler, Bin Yang:
Gradual Test-Time Adaptation by Self-Training and Style Transfer. CoRR abs/2208.07736 (2022) - [i47]Sherif Abdulatif, Ruizhe Cao, Bin Yang:
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement. CoRR abs/2209.11112 (2022) - [i46]Yiwen Liao, Jochen Rivoir, Raphaël Latty, Bin Yang:
Deep Feature Selection Using a Novel Complementary Feature Mask. CoRR abs/2209.12282 (2022) - [i45]Yiwen Liao, Raphaël Latty, Bin Yang:
Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning. CoRR abs/2209.15249 (2022) - [i44]Karim Guirguis, Mohamed Abdelsamad, George Eskandar, Ahmed Hendawy, Matthias Kayser, Bin Yang, Juergen Beyerer:
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors. CoRR abs/2210.05783 (2022) - [i43]Phillip Czech, Markus Braun, Ulrich Kreßel, Bin Yang:
On-Board Pedestrian Trajectory Prediction Using Behavioral Features. CoRR abs/2210.11999 (2022) - [i42]Marc Fischer, Alexander Bartler, Bin Yang:
Prompt Tuning for Parameter-efficient Medical Image Segmentation. CoRR abs/2211.09233 (2022) - [i41]Mohamed Amine ben Salem, Karim Said Barsim, Bin Yang:
Variation-based Cause Effect Identification. CoRR abs/2211.12016 (2022) - [i40]Mario Döbler, Robert A. Marsden, Bin Yang:
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation. CoRR abs/2211.13081 (2022) - 2021
- [i39]George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang:
SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving. CoRR abs/2102.09883 (2021) - [i38]Felix Wiewel, Bin Yang:
Condensed Composite Memory Continual Learning. CoRR abs/2102.09890 (2021) - [i37]Yiwen Liao, Alexander Bartler, Bin Yang:
Anomaly Detection Based on Selection and Weighting in Latent Space. CoRR abs/2103.04662 (2021) - [i36]Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang:
Uncertainty-Based Biological Age Estimation of Brain MRI Scans. CoRR abs/2103.08491 (2021) - [i35]Alexander Bartler, Andre Bühler, Felix Wiewel, Mario Döbler, Bin Yang:
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption. CoRR abs/2103.16201 (2021) - [i34]Robert A. Marsden, Alexander Bartler, Mario Döbler, Bin Yang:
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation. CoRR abs/2105.02001 (2021) - [i33]Kanil Patel, William Beluch, Kilian Rambach, Adriana-Eliza Cozma, Michael Pfeiffer, Bin Yang:
Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra. CoRR abs/2106.05870 (2021) - [i32]Thomas Küstner, Jiazhen Pan, Haikun Qi, Gastão Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, René M. Botnar, Claudia Prieto:
LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging. CoRR abs/2107.09060 (2021) - [i31]Nico Reick, Felix Wiewel, Alexander Bartler, Bin Yang:
Estimation of Bivariate Structural Causal Models by Variational Gaussian Process Regression Under Likelihoods Parametrised by Normalising Flows. CoRR abs/2109.02521 (2021) - [i30]Kanil Patel, William Beluch, Kilian Rambach, Michael Pfeiffer, Bin Yang:
Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing. CoRR abs/2109.12851 (2021) - [i29]George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang:
USIS: Unsupervised Semantic Image Synthesis. CoRR abs/2109.14715 (2021) - 2020
- [i28]Karim Guirguis, Christoph Schorn, Andre Guntoro, Sherif Abdulatif, Bin Yang:
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks. CoRR abs/2003.01609 (2020) - [i27]Kanil Patel, William Beluch, Bin Yang, Michael Pfeiffer, Dan Zhang:
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning. CoRR abs/2006.13092 (2020) - [i26]Thomas Küstner, Tobias Hepp, Marc Fischer, Martin Schwartz, Andreas Fritsche, Hans-Ulrich Häring, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick, Sergios Gatidis, Jürgen Machann:
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies. CoRR abs/2008.02251 (2020) - [i25]Karim Armanious, Sherif Abdulatif, Wenbin Shi, Shashank Salian, Thomas Küstner, Daniel Weiskopf, Tobias Hepp, Sergios Gatidis, Bin Yang:
Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation. CoRR abs/2009.10765 (2020) - [i24]Sherif Abdulatif, Karim Armanious, Jayasankar T. Sajeev, Karim Guirguis, Bin Yang:
Investigating Cross-Domain Losses for Speech Enhancement. CoRR abs/2010.10468 (2020) - [i23]Yiwen Liao, Raphaël Latty, Bin Yang:
Feature Selection Using Batch-Wise Attenuation and Feature Mask Normalization. CoRR abs/2010.13631 (2020) - 2019
- [i22]Patrick Schlachter, Bin Yang:
Active Learning for One-Class Classification Using Two One-Class Classifiers. CoRR abs/1901.03124 (2019) - [i21]Patrick Schlachter, Yiwen Liao, Bin Yang:
Deep One-Class Classification Using Data Splitting. CoRR abs/1902.01194 (2019) - [i20]Sherif Abdulatif, Karim Armanious, Fady Aziz, Urs Schneider, Bin Yang:
An Adversarial Super-Resolution Remedy for Radar Design Trade-offs. CoRR abs/1903.01392 (2019) - [i19]Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang:
Unsupervised Medical Image Translation Using Cycle-MedGAN. CoRR abs/1903.03374 (2019) - [i18]Patrick Schlachter, Yiwen Liao, Bin Yang:
Open-Set Recognition Using Intra-Class Splitting. CoRR abs/1903.04774 (2019) - [i17]Felix Wiewel, Bin Yang:
Localizing Catastrophic Forgetting in Neural Networks. CoRR abs/1906.02568 (2019) - [i16]Karim Armanious, Aastha Tanwar, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang:
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts. CoRR abs/1910.05597 (2019) - [i15]Karim Armanious, Sherif Abdulatif, Anish Rao Bhaktharaguttu, Thomas Küstner, Tobias Hepp, Sergios Gatidis, Bin Yang:
Organ-based Age Estimation based on 3D MRI Scans. CoRR abs/1910.06271 (2019) - [i14]Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang:
ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities. CoRR abs/1910.09230 (2019) - [i13]Sherif Abdulatif, Karim Armanious, Karim Guirguis, Jayasankar T. Sajeev, Bin Yang:
Perceptual Speech Enhancement via Generative Adversarial Networks. CoRR abs/1910.12620 (2019) - [i12]Kanil Patel, William Beluch, Dan Zhang, Michael Pfeiffer, Bin Yang:
On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration. CoRR abs/1912.07458 (2019) - 2018
- [i11]Karim Said Barsim, Lirong Yang, Bin Yang:
Selective Sampling and Mixture Models in Generative Adversarial Networks. CoRR abs/1802.01568 (2018) - [i10]Karim Said Barsim, Bin Yang:
On the Feasibility of Generic Deep Disaggregation for Single-Load Extraction. CoRR abs/1802.02139 (2018) - [i9]Karim Said Barsim, Lukas Mauch, Bin Yang:
Neural Network Ensembles to Real-time Identification of Plug-level Appliance Measurements. CoRR abs/1802.06963 (2018) - [i8]Changsong Yu, Karim Said Barsim, Qiuqiang Kong, Bin Yang:
Multi-level Attention Model for Weakly Supervised Audio Classification. CoRR abs/1803.02353 (2018) - [i7]Karim Armanious, Chenming Yang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang:
MedGAN: Medical Image Translation using GANs. CoRR abs/1806.06397 (2018) - [i6]Thomas Küstner, Sergios Gatidis, Annika Liebgott, Martin Schwartz, Lukas Mauch, Petros Martirosian, Holger Schmidt, Nina F. Schwenzer, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick:
A Machine-learning framework for automatic reference-free quality assessment in MRI. CoRR abs/1806.09602 (2018) - [i5]Karim Armanious, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang:
Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs. CoRR abs/1809.06276 (2018) - [i4]Karim Armanious, Youssef Mecky, Sergios Gatidis, Bin Yang:
Adversarial Inpainting of Medical Image Modalities. CoRR abs/1810.06621 (2018) - [i3]Karim Armanious, Sherif Abdulatif, Fady Aziz, Bernhard Kleiner, Bin Yang:
Towards Adversarial Denoising of Radar Micro-Doppler Signatures. CoRR abs/1811.04678 (2018) - [i2]Sherif Abdulatif, Fady Aziz, Karim Armanious, Bernhard Kleiner, Bin Yang, Urs Schneider:
A Study of Human Body Characteristics Effect on Micro-Doppler-Based Person Identification using Deep Learning. CoRR abs/1811.07173 (2018) - [i1]Patrick Schlachter, Yiwen Liao, Bin Yang:
One-Class Feature Learning Using Intra-Class Splitting. CoRR abs/1812.08468 (2018)
Coauthor Index
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