Systolic implementation of a general adaptive array processing algorithm. - Bin Yang 009; Johann F. Böhme (ICASSP, 1988)

On a systolic implementation and the numerical properties of a multiple constrained adaptive beamformer. - Bin Yang 009; Johann F. Böhme (ICASSP, 1989)

Rotation-based RLS algorithms: unified derivations, numerical properties, and parallel implementations. - Bin Yang 009; Johann F. Böhme (IEEE Trans. Signal Process., 1992)

Subspace tracking based on the projection approach and the recursive least squares method. - Bin Yang 009 (ICASSP (4), 1993)

A rotation based multichannel least squares lattice algorithm for adaptive nonlinear filters. - Bin Yang 009 (ISCAS, 1993)

A new efficient subspace tracking algorithm based on singular value decomposition. - Aleksandar Kavcic; Bin Yang 009 (ICASSP (4), 1994)

An adaptive algorithm of linear computational complexity for both rank and subspace tracking. - Bin Yang 009; Frank Gersemsky (ICASSP (4), 1994)

A note on the error propagation analysis of recursive least squares algorithms. - Bin Yang 009 (IEEE Trans. Signal Process., 1994)

A robust and efficient algorithm for source parameter estimation. - Frank Gersemsky; Bin Yang 009 (ICASSP, 1995)

An extension of the PASTd algorithm to both rank and subspace tracking. - Bin Yang 009 (IEEE Signal Process. Lett., 1995)

Projection approximation subspace tracking. - Bin Yang 009 (IEEE Trans. Signal Process., 1995)

Convergence analysis of the subspace tracking algorithms PAST and PASTd. - Bin Yang 009 (ICASSP, 1996)

Asymptotic distribution of recursive subspace estimators. - Bin Yang 009; Frank Gersemsky (ICASSP, 1996)

Error Propagation In the Pastd Algorithm. - Michael Wagner 017; Bin Yang 009; Johann F. Böhme (ISSPA, 1996)

Asymptotic convergence analysis of the projection approximation subspace tracking algorithms. - Bin Yang 009 (Signal Process., 1996)

Adaptive rank estimation for spherical subspace trackers. - Aleksandar Kavcic; Bin Yang 009 (IEEE Trans. Signal Process., 1996)

Subspace tracking with adaptive threshold rank estimation. - Aleksandar Kavcic; Bin Yang 009 (J. VLSI Signal Process., 1996)

Cramer-Rao bound and optimum sensor array for source localization from time differences of arrival. - Bin Yang 009; Jan Scheuing (ICASSP (4), 2005)

Disambiguation of TDOA Estimates in Multi-Path Multi-Source Environments (DATEMM). - Jan Scheuing; Bin Yang 009 (ICASSP (4), 2006)

A Theoretical Analysis of 2D Sensor Arrays for TDOA Based Localization. - Bin Yang 009; Jan Scheuing (ICASSP (4), 2006)

Efficient Synthesis of Approximately Consistent Graphs for Acoustic Multi-Source Localization. - Jan Scheuing; Bin Yang 009 (ICASSP (4), 2007)

Different Sensor Placement Strategies for TDOA Based Localization. - Bin Yang 009 (ICASSP (2), 2007)

A generalized optimal correlating transform for multiple description coding and its theoretical analysis. - Stefan Uhlich; Bin Yang 009 (ICASSP, 2008)

A study of inverse short-time fourier transform. - Bin Yang 009 (ICASSP, 2008)

Disambiguation of TDOA Estimation for Multiple Sources in Reverberant Environments. - Jan Scheuing; Bin Yang 009 (IEEE Trans. Speech Audio Process., 2008)

Robustification and optimization of a Kalman filter with measurement loss using linear precoding. - Rainer Blind; Stefan Uhlich; Bin Yang 009; Frank Allgöwer (ACC, 2009)

Online blind source separation based on time-frequency sparseness. - Benedikt Loesch; Bin Yang 009 (ICASSP, 2009)

MMSE estimation in a linear signal model with ellipsoidal constraints. - Stefan Uhlich; Bin Yang 009 (ICASSP, 2009)

A graph theoretical framework for consistent time differences of arrival. - Martin Kreißig; Bin Yang 009 (Sprachkommunikation, 2010)

Comparison of Different Algorithms for Acoustic Source Localization. - Benedikt Loesch; Parisa Ebrahim; Bin Yang 009 (Sprachkommunikation, 2010)

Drowsiness monitoring by steering and lane data based features under real driving conditions. - Fabian Friedrichs; Bin Yang 009 (EUSIPCO, 2010)

Efficient synthesis of consistent graphs. - Martin Kreißig; Bin Yang 009 (EUSIPCO, 2010)

A parametric family of Bayesian estimators for non-standard loss functions. - Stefan Uhlich; Bin Yang 009 (EUSIPCO, 2010)

Blind Source Separation Based on Time-Frequency Sparseness in the Presence of Spatial Aliasing. - Benedikt Loesch; Bin Yang 009 (LVA/ICA, 2010)

Adaptive Segmentation and Separation of Determined Convolutive Mixtures under Dynamic Conditions. - Benedikt Loesch; Bin Yang 009 (LVA/ICA, 2010)

On the robustness of the multidimensional state coherence transform for solving the permutation problem of frequency-domain ICA. - Benedikt Loesch; Francesco Nesta; Bin Yang 009 (ICASSP, 2010)

Estimation of lane data-based features by odometric vehicle data for driver state monitoring. - Fabian Friedrichs; Michael Miksch; Bin Yang 009 (ITSC, 2010)

Camera-based drowsiness reference for driver state classification under real driving conditions. - Fabian Friedrichs; Bin Yang 009 (Intelligent Vehicles Symposium, 2010)

Automatic extrinsic camera self-calibration based on homography and epipolar geometry. - Michael Miksch; Bin Yang 009; Klaus Zimmermann (Intelligent Vehicles Symposium, 2010)

Motion compensation for obstacle detection based on homography and odometric data with virtual camera perspectives. - Michael Miksch; Bin Yang 009; Klaus Zimmermann (Intelligent Vehicles Symposium, 2010)

Array geometry optimization for direction-of-arrival estimation including subarrays and tapering. - Oliver Lange; Bin Yang 009 (WSA, 2010)

Efficient recursive estimators for a linear, time-varying Gaussian model with general constraints. - Stefan Uhlich; Bin Yang 009 (IEEE Trans. Signal Process., 2010)

On the relation between ICA and MMSE based source separation. - Benedikt Loesch; Bin Yang 009 (ICASSP, 2011)

Recursive estimation of room impulse responses with energy conservation constraints. - Stefan Uhlich; Bin Yang 009 (ICASSP, 2011)

An introduction to consistent graphs and their signal processing applications. - Bin Yang 009; Martin Kreißig (ICASSP, 2011)

Antenna geometry optimization for 2D direction-of-arrival estimation for radar imaging. - Oliver Lange; Bin Yang 009 (WSA, 2011)

On the solution of circular and noncircular complex KLD-ICA in the presence of noise. - Benedikt Loesch; Bin Yang 009 (EUSIPCO, 2012)

Cramér-Rao Bound for Circular Complex Independent Component Analysis. - Benedikt Loesch; Bin Yang 009 (LVA/ICA, 2012)

An efficient algorithm for the synthesis of fully consistent graphs. - Martin Kreißig; Bin Yang 009 (ICASSP, 2012)

Identification and validation of lateral driver models on experimentally induced driving behavior. - Peter Hermannstadter; Bin Yang 009 (SMC, 2012)

Bayesian Estimation for Nonstandard Loss Functions Using a Parametric Family of Estimators. - Stefan Uhlich; Bin Yang 009 (IEEE Trans. Signal Process., 2012)

Fast and reliable TDOA assignment in multi-source reverberant environments. - Martin Kreißig; Bin Yang 009 (ICASSP, 2013)

Segmentation of magnetic resonance images in presence of severe intensity inhomogeneities. - Florian Liebgott; Christian Würslin; Bin Yang 009 (ICASSP, 2013)

Colocated MIMO radar: Cramer-Rao bound and optimal time division multiplexing for DOA estimation of moving targets. - Kilian Rambach; Bin Yang 009 (ICASSP, 2013)

Maximum discriminant margin transform of discriminant functions. - Fabian Schmieder; Bin Yang 009 (ICASSP, 2013)

Eye Movement Detection for Assessing Driver Drowsiness by Electrooculography. - Parisa Ebrahim; Wolfgang Stolzmann; Bin Yang 009 (SMC, 2013)

Cramér-Rao Bound for Circular and Noncircular Complex Independent Component Analysis. - Benedikt Loesch; Bin Yang 009 (IEEE Trans. Signal Process., 2013)

Locality Sensitive Hashing Using GMM. - Fabian Schmieder; Bin Yang 009 (GCPR, 2014)

A theoretical study of the statistical and spectral properties of polar transmitter signals. - Mohamed Ibrahim 001; Bin Yang 009 (ISCAS, 2014)

Optimal time division multiplexing schemes for DOA estimation of a moving target using a colocated MIMO radar. - Kilian Rambach; Markus Vogel; Bin Yang 009 (ISSPIT, 2014)

Eyelid-based driver state classification under simulated and real driving conditions. - Parisa Ebrahim; Amira Abdellaoui; Wolfgang Stolzmann; Bin Yang 009 (SMC, 2014)

Inference of wired network topology using multipoint reflectometry. - Michael Ulrich; Bin Yang 009 (EUSIPCO, 2015)

Toward a semi-supervised non-intrusive load monitoring system for event-based energy disaggregation. - Karim Said Barsim; Bin Yang 009 (GlobalSIP, 2015)

A new approach for supervised power disaggregation by using a deep recurrent LSTM network. - Lukas Mauch; Bin Yang 009 (GlobalSIP, 2015)

A new unsupervised event detector for non-intrusive load monitoring. - Benjamin Wild; Karim Said Barsim; Bin Yang 009 (GlobalSIP, 2015)

Combining Compressed Sensing with motion correction in acquisition and reconstruction for PET/MR. - Thomas Kustner; Christian Würslin; Holger Schmidt; Bin Yang 009 (ICASSP, 2015)

On the spectral growth of the polar representation of communication signals. - Bin Yang 009 (ICASSP, 2015)

A novel narrowband interference suppression method for OFDM radar. - Gor Hakobyan; Bin Yang 009 (EUSIPCO, 2016)

Direction-of-arrival estimation and Cramer-Rao bound for multi-carrier MIMO radar. - Michael Ulrich; Kilian Rambach; Bin Yang 009 (EUSIPCO, 2016)

A novel feedforward noise shaping for word-length reduction. - Mohamed Ibrahim 001; Bin Yang 009; Andreas Menkhoff (ICASSP, 2016)

Active learning for magnetic resonance image quality assessment. - Annika Liebgott; Thomas Kustner; Sergios Gatidis; Fritz Schick; Bin Yang 009 (ICASSP, 2016)

A novel DNN-HMM-based approach for extracting single loads from aggregate power signals. - Lukas Mauch; Bin Yang 009 (ICASSP, 2016)

On semantic image segmentation using deep convolutional neural network with shortcuts and easy class extension. - Chunlai Wang; Lukas Mauch; Ze Guo; Bin Yang 009 (IPTA, 2016)

An unsupervised object-level image segmentation method based on foreground and background priors. - Chunlai Wang; Bin Yang 009 (SSIAI, 2016)

Saliency-guided object proposal for refined salient region detection. - Chunlai Wang; Bin Yang 009 (VCIP, 2016)

MR Image Reconstruction Using a Combination of Compressed Sensing and Partial Fourier Acquisition: ESPReSSo. - Thomas Kustner; Christian Würslin; Sergios Gatidis; Petros Martirosian; Konstantin Nikolaou; Nina F. Schwenzer; Fritz Schick; Bin Yang 009; Holger Schmidt (IEEE Trans. Medical Imaging, 2016)

A continuous cost function for the reconstruction of wired networks from reflection measurements. - Simon Blum; Michael Ulrich; Bin Yang 009 (EUSIPCO, 2017)

Automatic atlas-guided constrained random Walker algorithm for 3D segmentation of muscles on water magnetic resonance images. - Faezeh Fallah; Bin Yang 009; Fabian Bamberg (EUSIPCO, 2017)

Active learning with cross-dataset validation in event-based non-intrusive load monitoring. - Florian Liebgott; Bin Yang 009 (EUSIPCO, 2017)

Design of multi-carrier MIMO radar array for DOA estimation. - Michael Ulrich; Yinglai Yang; Bin Yang 009 (EUSIPCO, 2017)

Selecting optimal layer reduction factors for model reduction of deep neural networks. - Lukas Mauch; Bin Yang 009 (ICASSP, 2017)

A novel layerwise pruning method for model reduction of fully connected deep neural networks. - Lukas Mauch; Bin Yang 009 (ICASSP, 2017)

Unsupervised image segmentation using convolutional autoencoder with total variation regularization as preprocessing. - Chunlai Wang; Bin Yang 009; Yiwen Liao (ICASSP, 2017)

An easy-to-use image labeling platform for automatic magnetic resonance image quality assessment. - Thomas Kustner; Philip Wolf; Martin Schwartz; Annika Liebgott; Fritz Schick; Sergios Gatidis; Bin Yang 009 (ISBI, 2017)

A model for improved association of radar and camera objects in an indoor environment. - Michael Ulrich; Florian Maile; Andreas Löcklin; Bin Yang 009; Bernhard Kleiner; Nils Ziegenspeck (SDF, 2017)

A novel objective function based on a generalized kelly criterion for deep learning. - Faezeh Fallah; Doychin Mariyanov Tsanev; Bin Yang 009; Sven S. Walter; Fabian Bamberg (SPA, 2017)

Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation. - Faezeh Fallah; Bin Yang 009; Fabian Bamberg (SPA, 2017)

MR-based respiratory and cardiac motion correction for PET imaging. - Thomas Kustner; Martin Schwartz; Petros Martirosian; Sergios Gatidis; Ferdinand Seith; Christopher Gilliam; Thierry Blu; Hadi Fayad; Dimitris Visvikis; Fritz Schick; Bin Yang 009; Holger Schmidt; et al. (Medical Image Anal., 2017)

Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Imaging. - Sebastian Milde; Annika Liebgott; Ziwei Wu; Wenyi Feng; Jiahuan Yang; Lukas Mauch; Petros Martirosian; Fabian Bamberg; Konstantin Nikolaou; Sergios Gatidis; Fritz Schick; Bin Yang 009; et al. (APSIPA, 2018)

Multi-level attention model for weakly supervised audio classification. - Changsong Yu; Karim Said Barsim; Qiuqiang Kong; Bin Yang 009 (DCASE, 2018)

A Surface Electromyography-Driven Magnetic Resonance Sequence Controller for Real-Time Myoelectric Triggered Imaging. - Martin Schwartz; Petros Martirosian; Bin Yang 009; Fritz Schick (EMBC, 2018)

Automated Detection of Solar Cell Defects with Deep Learning. - Alexander Bartler; Lukas Mauch; Bin Yang 009; Michael Reuter; Liviu Stoicescu (EUSIPCO, 2018)

A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images. - Faezeh Fallah; Bin Yang 009; Sven S. Walter; Fabian Bamberg (EUSIPCO, 2018)

Active Learning for One-Class Classification Using Two One-Class Classifiers. - Patrick Schlachter; Bin Yang 009 (EUSIPCO, 2018)

Short-Duration Doppler Spectrogram for Person Recognition with a Handheld Radar. - Michael Ulrich; Bin Yang 009 (EUSIPCO, 2018)

Person Recognition Based on Micro-Doppler and Thermal Infrared Camera Fusion for Firefighting. - Michael Ulrich; Thomas Hess; Sherif Abdulatif; Bin Yang 009 (FUSION, 2018)

Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging. - Thomas Kustner; Marvin Jandt; Annika Liebgott; Lukas Mauch; Petros Martirosian; Fabian Bamberg; Konstantin Nikolaou; Sergios Gatidis; Fritz Schick; Bin Yang 009 (ICASSP, 2018)

Automated Detection of High FDG Uptake Regions in CT Images. - Annika Liebgott; Florian Liebgott; Bin Yang 009; Sergios Gatidis; Konstantin Nikolaou (ICASSP, 2018)

Semantic Organ Segmentation in 3D Whole-Body MR Images. - Thomas Küstner; Sarah Müller; Marc Fischer 003; Jakob Weiß; Konstantin Nikolaou; Fabian Bamberg; Bin Yang 009; Fritz Schick; Sergios Gatidis (ICIP, 2018)

Binary Segmentation Based Class Extension in Semantic Image Segmentation Using Convolutional Neural Networks. - Chunlai Wang; Jiawei Yu; Lukas Mauch; Bin Yang 009 (ICIP, 2018)

Ensemble Learning to EEG-Based Brain Computer Interfaces with Applications on P300-Spellers. - Karim Said Barsim; Wangbo Zheng; Bin Yang 009 (SMC, 2018)

Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images. - Faezeh Fallah; Bin Yang 009; Sven S. Walter; Fabian Bamberg (SPA, 2018)

ImFEATbox: a toolbox for extraction and analysis of medical image features. - Annika Liebgott; Thomas Küstner; Heiko Strohmeier; Tobias Hepp 002; Philipp Mangold; Petros Martirosian; Fabian Bamberg; Konstantin Nikolaou; Bin Yang 009; Sergios Gatidis (Int. J. Comput. Assist. Radiol. Surg., 2018)

Selective Sampling and Mixture Models in Generative Adversarial Networks. - Karim Said Barsim; Lirong Yang; Bin Yang 009 (CoRR, 2018)

On the Feasibility of Generic Deep Disaggregation for Single-Load Extraction. - Karim Said Barsim; Bin Yang 009 (CoRR, 2018)

Neural Network Ensembles to Real-time Identification of Plug-level Appliance Measurements. - Karim Said Barsim; Lukas Mauch; Bin Yang 009 (CoRR, 2018)

MedGAN: Medical Image Translation using GANs. - Karim Armanious; Chenming Yang; Marc Fischer 003; Thomas Küstner; Konstantin Nikolaou; Sergios Gatidis; Bin Yang 009 (CoRR, 2018)

A Machine-learning framework for automatic reference-free quality assessment in MRI. - Thomas Küstner; Sergios Gatidis; Annika Liebgott; Martin Schwartz; Lukas Mauch; Petros Martirosian; Holger Schmidt; Nina F. Schwenzer; Konstantin Nikolaou; Fabian Bamberg; Bin Yang 009; Fritz Schick (CoRR, 2018)

Towards Adversarial Denoising of Radar Micro-Doppler Signatures. - Karim Armanious; Sherif Abdulatif; Fady Aziz; Bernhard Kleiner; Bin Yang 009 (CoRR, 2018)

A Study of Human Body Characteristics Effect on Micro-Doppler-Based Person Identification using Deep Learning. - Sherif Abdulatif; Fady Aziz; Karim Armanious; Bernhard Kleiner; Bin Yang 009; Urs Schneider (CoRR, 2018)

On the contextual aspects of using deep convolutional neural network for semantic image segmentation. - Chunlai Wang; Lukas Mauch; Mehul Manoj Saxena; Bin Yang 009 (J. Electronic Imaging, 2018)

Subset selection for visualization of relevant image fractions for deep learning based semantic image segmentation. - Lukas Mauch; Chunlai Wang; Bin Yang 009 (J. Frankl. Inst., 2018)

A Novel Intercarrier-Interference Free Signal Processing Scheme for OFDM Radar. - Gor Hakobyan; Bin Yang 009 (IEEE Trans. Veh. Technol., 2018)

Deep One-Class Classification Using Intra-Class Splitting. - Patrick Schlachter; Yiwen Liao; Bin Yang 009 (DSW, 2019)

Monte-Carlo Analysis for Quality Estimation of Gradient Correction Algorithms in Simultaneous Surface EMG-MRI Measurements using Signal Synthesis and Class Probability. - Martin Schwartz; Milan Reuter; Bin Yang 009; Fritz Schick (EMBC, 2019)

An Adversarial Super-Resolution Remedy for Radar Design Trade-offs. - Karim Armanious; Sherif Abdulatif; Fady Aziz; Urs Schneider; Bin Yang 009 (EUSIPCO, 2019)

Unsupervised Medical Image Translation Using Cycle-MedGAN. - Karim Armanious; Chenming Jiang; Sherif Abdulatif; Thomas Küstner; Sergios Gatidis; Bin Yang 009 (EUSIPCO, 2019)

Training Variational Autoencoders with Discrete Latent Variables Using Importance Sampling. - Alexander Bartler; Felix Wiewel; Lukas Mauch; Bin Yang 009 (EUSIPCO, 2019)

Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images. - Faezeh Fallah; Karim Armanious; Bin Yang 009; Fabian Bamberg (EUSIPCO, 2019)

Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images. - Faezeh Fallah; Karim Armanious; Bin Yang 009; Fabian Bamberg (EUSIPCO, 2019)

Prediction of FDG uptake in Lung Tumors from CT Images Using Generative Adversarial Networks. - Annika Liebgott; Darius Hinderer; Karim Armanious; Alexander Bartler; Konstantin Nikolaou; Sergios Gatidis; Bin Yang 009 (EUSIPCO, 2019)

Open-Set Recognition Using Intra-Class Splitting. - Patrick Schlachter; Yiwen Liao; Bin Yang 009 (EUSIPCO, 2019)

One-Class Feature Learning Using Intra-Class Splitting. - Patrick Schlachter; Yiwen Liao; Bin Yang 009 (EUSIPCO, 2019)

Adversarial Inpainting of Medical Image Modalities. - Karim Armanious; Youssef Mecky; Sergios Gatidis; Bin Yang 009 (ICASSP, 2019)

Continual Learning for Anomaly Detection with Variational Autoencoder. - Felix Wiewel; Bin Yang 009 (ICASSP, 2019)

Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using Gans. - Karim Armanious; Sergios Gatidis; Konstantin Nikolaou; Bin Yang 009; Thomas Kustner (ISBI, 2019)

Deep One-Class Classification Using Data Splitting. - Patrick Schlachter; Yiwen Liao; Bin Yang 009 (CoRR, 2019)

Localizing Catastrophic Forgetting in Neural Networks. - Felix Wiewel; Bin Yang 009 (CoRR, 2019)

Organ-based Age Estimation based on 3D MRI Scans. - Karim Armanious; Sherif Abdulatif; Anish Rao Bhaktharaguttu; Thomas Küstner; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2019)

ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities. - Karim Armanious; Vijeth Kumar; Sherif Abdulatif; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2019)

Perceptual Speech Enhancement via Generative Adversarial Networks. - Sherif Abdulatif; Karim Armanious; Karim Guirguis; Jayasankar T. Sajeev; Bin Yang 009 (CoRR, 2019)

High-Performance Automotive Radar: A review of signal processing algorithms and modulation schemes. - Gor Hakobyan; Bin Yang 009 (IEEE Signal Process. Mag., 2019)

Wavelength-Diverse MIMO Radar: Parameter-Coupling, Array-Carrier Optimization and Direction-of-Arrival Estimation. - Michael Ulrich; Bin Yang 009 (IEEE Trans. Aerosp. Electron. Syst., 2019)

Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images. - Faezeh Fallah; Sven S. Walter; Fabian Bamberg; Bin Yang 009 (IEEE J. Biomed. Health Informatics, 2019)

Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk. - Thomas Küstner; Jiazhen Pan; Christopher Gilliam; Haikun Qi; Gastão Cruz; Kerstin Hammernik; Bin Yang 009; Thierry Blu; Daniel Rueckert; René M. Botnar; Claudia Prieto; Sergios Gatidis (APSIPA, 2020)

AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks. - Sherif Abdulatif; Karim Armanious; Karim Guirguis; Jayasankar T. Sajeev; Bin Yang 009 (EUSIPCO, 2020)

Organ-Based Chronological Age Estimation Based on 3D MRI Scans. - Karim Armanious; Sherif Abdulatif; Anish Rao Bhaktharaguttu; Thomas Küstner; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (EUSIPCO, 2020)

Grad-LAM: Visualization of Deep Neural Networks for Unsupervised Learning. - Alexander Bartler; Darius Hinderer; Bin Yang 009 (EUSIPCO, 2020)

Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph. - Faezeh Fallah; Felix Wiewel; Bin Yang 009 (EUSIPCO, 2020)

SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks. - Karim Guirguis; Christoph Schorn; Andre Guntoro; Sherif Abdulatif; Bin Yang 009 (EUSIPCO, 2020)

Feature-based Response Prediction to Immunotherapy of late-stage Melanoma Patients Using PET/MR Imaging. - Annika Liebgott; Sergios Gatidis; Viet Chau Vu; Tobias Haueise; Konstantin Nikolaou; Bin Yang 009 (EUSIPCO, 2020)

Entropy-based Sample Selection for Online Continual Learning. - Felix Wiewel; Bin Yang 009 (EUSIPCO, 2020)

Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction. - Faezeh Fallah; Bin Yang 009 (ICASSP, 2020)

Continual Learning Through One-Class Classification Using VAE. - Felix Wiewel; Andreas Brendle; Bin Yang 009 (ICASSP, 2020)

ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging. - Karim Armanious; Vijeth Kumar; Sherif Abdulatif; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (ICIP, 2020)

On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration. - Kanil Patel; William Beluch; Dan Zhang 003; Michael Pfeiffer 001; Bin Yang 009 (ICPR, 2020)

Unsupervised Adversarial Correction of Rigid MR Motion Artifacts. - Karim Armanious; Aastha Tanwar; Sherif Abdulatif; Thomas Küstner; Sergios Gatidis; Bin Yang 009 (ISBI, 2020)

MedGAN: Medical image translation using GANs. - Karim Armanious; Chenming Jiang; Marc Fischer 003; Thomas Küstner; Tobias Hepp 002; Konstantin Nikolaou; Sergios Gatidis; Bin Yang 009 (Comput. Medical Imaging Graph., 2020)

Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies. - Thomas Küstner; Tobias Hepp 002; Marc Fischer 003; Martin Schwartz; Andreas Fritsche; Hans-Ulrich Häring; Konstantin Nikolaou; Fabian Bamberg; Bin Yang 009; Fritz Schick; Sergios Gatidis; Jürgen Machann (CoRR, 2020)

Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Shashank Salian; Thomas Küstner; Daniel Weiskopf; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (CoRR, 2020)

Deep Open Set Recognition Using Dynamic Intra-class Splitting. - Patrick Schlachter; Yiwen Liao; Bin Yang 009 (SN Comput. Sci., 2020)

Interference-Aware Cognitive Radar: A Remedy to the Automotive Interference Problem. - Gor Hakobyan; Karim Armanious; Bin Yang 009 (IEEE Trans. Aerosp. Electron. Syst., 2020)

OFDM-MIMO Radar With Optimized Nonequidistant Subcarrier Interleaving. - Gor Hakobyan; Michael Ulrich; Bin Yang 009 (IEEE Trans. Aerosp. Electron. Syst., 2020)

Anomaly Detection Based on Selection and Weighting in Latent Space. - Yiwen Liao; Alexander Bartler; Bin Yang 009 (CASE, 2021)

Investigating Cross-Domain Losses for Speech Enhancement. - Sherif Abdulatif; Karim Armanious; Jayasankar T. Sajeev; Karim Guirguis; Bin Yang 009 (EUSIPCO, 2021)

SLPC: A VRNN-based approach for stochastic lidar prediction and completion in autonomous driving. - George Eskandar; Alexander Braun; Martin Meinke; Karim Armanious; Bin Yang 009 (EUSIPCO, 2021)

Spectrum-Based Online Estimation of IQ Imbalance for Near Field Radar Distance Sensors. - Florian Liebgott; Marvin Jandt; Mark Eberspächer; Annika Liebgott; Bin Yang 009 (EUSIPCO, 2021)

Towards Combined Event Detection and Classification for Non-Intrusive Load Monitoring Using Convolutional Neural Networks. - Florian Liebgott; Annika Liebgott; Bin Yang 009 (EUSIPCO, 2021)

Uncertainty-Based Biological Age Estimation of Brain MRI Scans. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (ICASSP, 2021)

Automated Multi-Organ Segmentation in Pet Images Using Cascaded Training of a 3d U-Net and Convolutional Autoencoder. - Annika Liebgott; Charlotte Lorenz; Sergios Gatidis; Viet Chau Vu; Konstantin Nikolaou; Bin Yang 009 (ICASSP, 2021)

Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning. - Kanil Patel; William H. Beluch; Bin Yang 009; Michael Pfeiffer 001; Dan Zhang 003 (ICLR, 2021)

Feature Selection Using Batch-Wise Attenuation and Feature Mask Normalization. - Yiwen Liao; Raphaël Latty; Bin Yang 009 (IJCNN, 2021)

Condensed Composite Memory Continual Learning. - Felix Wiewel; Bin Yang 009 (IJCNN, 2021)

Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study. - Tobias Hepp 002; Dominik Blum; Karim Armanious; Bernhard Schölkopf; Darko Stern; Bin Yang 009; Sergios Gatidis (Comput. Medical Imaging Graph., 2021)

Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra. - Kanil Patel; William Beluch; Kilian Rambach; Adriana-Eliza Cozma; Michael Pfeiffer 001; Bin Yang 009 (CoRR, 2021)

Estimation of Bivariate Structural Causal Models by Variational Gaussian Process Regression Under Likelihoods Parametrised by Normalising Flows. - Nico Reick; Felix Wiewel; Alexander Bartler; Bin Yang 009 (CoRR, 2021)

Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing. - Kanil Patel; William Beluch; Kilian Rambach; Michael Pfeiffer 001; Bin Yang 009 (CoRR, 2021)

Unsupervised fault detection and recovery for intelligent robotic rollators. - Yiwen Liao; Abdullah Yeaser; Bin Yang 009; James Tung; Ehsan Hashemi (Robotics Auton. Syst., 2021)

A Learning-Aided Generic Framework for Fault Detection and Recovery of Inertial Sensors in Automated Driving Systems. - Yiwen Liao; Ehsan Hashemi; Tong Wang 029; Bin Yang 009 (IEEE Syst. J., 2021)

Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation. - Karim Armanious; Sherif Abdulatif; Wenbin Shi; Shashank Salian; Thomas Küstner; Daniel Weiskopf; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (IEEE Trans. Medical Imaging, 2021)

LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. - Thomas Küstner; Jiazhen Pan; Haikun Qi; Gastão Cruz; Christopher Gilliam; Thierry Blu; Bin Yang 009; Sergios Gatidis; René M. Botnar; Claudia Prieto (IEEE Trans. Medical Imaging, 2021)

MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption. - Alexander Bartler; Andre Bühler; Felix Wiewel; Mario Döbler; Bin Yang 009 (AISTATS, 2022)

Intelligent Methods for Test and Reliability. - Hussam Amrouch; Jens Anders; Steffen Becker 001; Maik Betka; Gerd Bleher; Peter Domanski; Nourhan Elhamawy; Thomas Ertl; Athanasios Gatzastras; Paul R. Genssler; Sebastian Hasler; Martin Heinrich; et al. (DATE, 2022)

A Comparative Study on the Potential of Unsupervised Deep Learning-based Feature Selection in Radiomics. - Tobias Haueise; Annika Liebgott; Bin Yang 009 (EMBC, 2022)

Classification-guided Neural Network-based Correction of Magnetic Resonance-related Gradient Artifact Residuals in Simultaneously Recorded Surface Electromyography. - Martin Schwartz; Bin Yang 009; Fritz Schick (EMBC, 2022)

Wavelet-Based Unsupervised Label-to-Image Translation. - George Eskandar; Mohamed Abdelsamad; Karim Armanious; Shuai Zhang; Bin Yang 009 (ICASSP, 2022)

On-Board Pedestrian Trajectory Prediction Using Behavioral Features. - Phillip Czech; Markus Braun 003; Ulrich Kreßel; Bin Yang 009 (ICMLA, 2022)

TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision. - Alexander Bartler; Florian Bender; Felix Wiewel; Bin Yang 009 (IJCNN, 2022)

To Generalize or Not to Generalize: Towards Autoencoders in One-Class Classification. - Yiwen Liao; Bin Yang 009 (IJCNN, 2022)

Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation. - Robert A. Marsden; Alexander Bartler; Mario Döbler; Bin Yang 009 (IJCNN, 2022)

Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer. - Robert A. Marsden; Felix Wiewel; Mario Döbler; Yang Yang; Bin Yang 009 (IJCNN, 2022)

Dirichlet Prior Networks for Continual Learning. - Felix Wiewel; Alexander Bartler; Bin Yang 009 (IJCNN, 2022)

CMGAN: Conformer-based Metric GAN for Speech Enhancement. - Ruizhe Cao; Sherif Abdulatif; Bin Yang 009 (INTERSPEECH, 2022)

An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions. - George Eskandar; Robert A. Marsden; Pavithran Pandiyan; Mario Döbler; Karim Guirguis; Bin Yang 009 (IROS, 2022)

Wafer Map Defect Classification Based on the Fusion of Pattern and Pixel Information. - Yiwen Liao; Raphaël Latty; Paul R. Genssler; Hussam Amrouch; Bin Yang 009 (ITC, 2022)

Efficient and Robust Resistive Open Defect Detection Based on Unsupervised Deep Learning. - Yiwen Liao; Zahra Paria Najafi-Haghi; Hans-Joachim Wunderlich; Bin Yang 009 (ITC, 2022)

Few-Shot Object Detection in Unseen Domains. - Karim Guirguis; George Eskandar; Matthias Kayser; Bin Yang 009; Juergen Beyerer (SITIS, 2022)

GLPU: A Geometric Approach For Lidar Pointcloud Upsampling. - George Eskandar; Janaranjani Palaniswamy; Karim Guirguis; Barath Somashekar; Bin Yang 009 (CoRR, 2022)

Conditional Variable Selection for Intelligent Test. - Yiwen Liao; Tianjie Ge; Raphaël Latty; Bin Yang 009 (CoRR, 2022)

A Deep-Learning-Aided Pipeline for Efficient Post-Silicon Tuning. - Yiwen Liao; Bin Yang 009; Raphaël Latty; Jochen Rivoir (CoRR, 2022)

Gradual Test-Time Adaptation by Self-Training and Style Transfer. - Robert A. Marsden; Mario Döbler; Bin Yang 009 (CoRR, 2022)

Deep Feature Selection Using a Novel Complementary Feature Mask. - Yiwen Liao; Jochen Rivoir; Raphaël Latty; Bin Yang 009 (CoRR, 2022)

Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning. - Yiwen Liao; Raphaël Latty; Bin Yang 009 (CoRR, 2022)

Variation-based Cause Effect Identification. - Mohamed Amine ben Salem; Karim Said Barsim; Bin Yang 009 (CoRR, 2022)

Robust Mean Teacher for Continual and Gradual Test-Time Adaptation. - Mario Döbler; Robert A. Marsden; Bin Yang 009 (CVPR, 2023)

NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging. - Karim Guirguis; Johannes Meier; George Eskandar; Matthias Kayser; Bin Yang 009; Jürgen Beyerer (CVPR, 2023)

A Semi-Paired Approach for Label-to-Image Translation. - George Eskandar; Shuai Zhang; Mohamed Abdelsamad; Mark Youssef; Diandian Guo; Bin Yang 009 (ICIP, 2023)

Weight Compander: A Simple Weight Reparameterization for Regularization. - Rinor Cakaj; Jens Mehnert; Bin Yang 009 (IJCNN, 2023)

Spectral Batch Normalization: Normalization in the Frequency Domain. - Rinor Cakaj; Jens Mehnert; Bin Yang 009 (IJCNN, 2023)

Indoor Positioning Based on Active Radar Sensing and Passive Reflectors: Reflector Placement Optimization. - Sven Hinderer; Pascal Schlachter; Zhibin Yu; Xiaofeng Wu; Bin Yang 009 (IPIN, 2023)

Indoor Positioning based on Active Radar Sensing and Passive Reflectors: Concepts & Initial Results. - Pascal Schlachter; Zhibin Yu; Naveed Iqbal; Xiaofeng Wu; Sven Hinderer; Bin Yang 009 (IPIN-WiP, 2023)

Urban-StyleGAN: Learning to Generate and Manipulate Images of Urban Scenes. - George Eskandar; Youssef Farag; Tarun Yenamandra; Daniel Cremers; Karim Guirguis; Bin Yang 009 (IV, 2023)

Towards Pragmatic Semantic Image Synthesis for Urban Scenes. - George Eskandar; Diandian Guo; Karim Guirguis; Bin Yang 009 (IV, 2023)

Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors. - Karim Guirguis; Mohamed Abdelsamad; George Eskandar; Ahmed Hendawy; Matthias Kayser; Bin Yang 009; Juergen Beyerer (WACV, 2023)

Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing. - Louisa Fay; Erick Cobos; Bin Yang 009; Sergios Gatidis; Thomas Küstner (IEEE Access, 2023)

EEG motor imagery decoding: A framework for comparative analysis with channel attention mechanisms. - Martin Wimpff; Leonardo Gizzi; Jan Zerfowski; Bin Yang 009 (CoRR, 2023)

Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations. - Marc Fischer 003; Tobias Hepp 002; Sergios Gatidis; Bin Yang 009 (Comput. Medical Imaging Graph., 2023)

USIS: Unsupervised Semantic Image Synthesis. - George Eskandar; Mohamed Abdelsamad; Karim Armanious; Bin Yang 009 (Comput. Graph., 2023)

Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera Views with Spatio-Temporal Ego-Motion Estimation. - Phillip Czech; Markus Braun 003; Ulrich Kreßel; Bin Yang 009 (Mach. Learn. Knowl. Extr., 2023)

Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR study. - Marc Fischer 003; Thomas Küstner; Sofia Pappa; Thoralf Niendorf; Tobias Pischon; Thomas Kröncke; Stefanie Bette; Sara Schramm; Börge Schmidt; Johannes Haubold; Felix Nensa; Tobias Nonnenmacher; et al. (BMC Medical Imaging, 2023)

CNN Mixture-of-Depths. - Rinor Cakaj; Jens Mehnert; Bin Yang 009 (ACCV (7), 2024)

Calibration-free online test-time adaptation for electroencephalography motor imagery decoding. - Martin Wimpff; Mario Döbler; Bin Yang 009 (BCI, 2024)

Uncertainty-based Forgetting Mitigation for Generalized Few-Shot Object Detection. - Karim Guirguis; George Eskandar; Mingyang Wang 003; Matthias Kayser; Eduardo Monari; Bin Yang 009; Jürgen Beyerer (CVPR Workshops, 2024)

Robust Fine-Tuning and Adaptation of Zero-Shot Models via Adaptive Weight-Space Ensembling. - Mario Döbler; Michael Feil; Robert A. Marsden; Bin Yang 009 (ECCV Workshops (18), 2024)

A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-Time Adaptation for Vision-Language Models. - Mario Döbler; Robert A. Marsden; Tobias Raichle; Bin Yang 009 (ECCV Workshops (18), 2024)

Towards calibration-free online EEG motor imagery decoding using Deep Learning. - Martin Wimpff; Jan Zerfowski; Bin Yang 009 (ESANN, 2024)

Deep Regression for Biological Age Estimation in Multiple Organs: Investigations on 40, 000 Subjects of the UK Biobank. - Veronika Ecker; Marcel Früh; Bin Yang 009; Sergios Gatidis; Thomas Küstner (ICASSP, 2024)

Squeeze-and-Remember Block. - Rinor Cakaj; Jens Mehnert; Bin Yang 009 (ICMLA, 2024)

Spectral Wavelet Dropout: Regularization in the Wavelet Domain. - Rinor Cakaj; Jens Mehnert; Bin Yang 009 (ICMLA, 2024)

Introducing Intermediate Domains for Effective Self-Training during Test-Time. - Robert A. Marsden; Mario Döbler; Bin Yang 009 (IJCNN, 2024)

COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation. - Pascal Schlachter; Bin Yang 009 (IJCNN, 2024)

Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions. - Miao Zhang; Sherif Abdulatif; Benedikt Loesch; Marco Altmann; Marius Schwarz; Bin Yang 009 (ITSC, 2024)

Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction. - Robert A. Marsden; Mario Döbler; Bin Yang 009 (WACV, 2024)

Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation. - Mario Döbler; Florian Marencke; Robert A. Marsden; Bin Yang 009 (CoRR, 2024)

An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains. - George Eskandar; Chongzhe Zhang; Abhishek Kaushik 004; Karim Guirguis; Mohamed Sayed; Bin Yang 009 (CoRR, 2024)

SVS-GAN: Leveraging GANs for Semantic Video Synthesis. - Khaled M. Seyam; Julian Wiederer; Markus Braun 003; Bin Yang 009 (CoRR, 2024)

CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement. - Sherif Abdulatif; Ruizhe Cao; Bin Yang 009 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Prompt tuning for parameter-efficient medical image segmentation. - Marc Fischer 003; Alexander Bartler; Bin Yang 009 (Medical Image Anal., 2024)

Exploring Cortical Responses to Blood Flow Restriction through Deep Learning. - Jonas Koellner; Martin Wimpff; Leonardo Gizzi; Ivan Vujaklija; Bin Yang 009 (ICORR, 2025)

Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model. - Pascal Schlachter; Simon Wagner; Bin Yang 009 (WACV, 2025)

Class-Aware PillarMix: Can Mixed Sample Data Augmentation Enhance 3D Object Detection with Radar Point Clouds? - Miao Zhang; Sherif Abdulatif; Benedikt Loesch; Marco Altmann; Bin Yang 009 (CoRR, 2025)

TQD-Track: Temporal Query Denoising for 3D Multi-Object Tracking. - Shuxiao Ding; Yutong Yang; Julian Wiederer; Markus Braun 003; Peizheng Li; Juergen Gall; Bin Yang 009 (CoRR, 2025)

Tailoring deep learning for real-time brain-computer interfaces: From offline models to calibration-free online decoding. - Martin Wimpff; Jan Zerfowski; Bin Yang 009 (CoRR, 2025)