Bin Yang

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 163

Top Venues

Publications

Marc Fischer, Alexander Bartler, Bin Yang
Prompt tuning for parameter-efficient medical image segmentation. Medical Image Anal. 91 (2024)
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 (2024)
George Eskandar, Diandian Guo, Karim Guirguis, Bin Yang
Towards Pragmatic Semantic Image Synthesis for Urban Scenes. IV (2023)
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)
Martin Wimpff, Mario Döbler, Bin Yang
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding. CoRR (2023)
George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang
USIS: Unsupervised Semantic Image Synthesis. Comput. Graph. 111 (2023)
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 (2023)
George Eskandar, Shuai Zhang, Mohamed Abdelsamad, Mark Youssef, Diandian Guo, Bin Yang
A Semi-Paired Approach for Label-to-Image Translation. ICIP (2023)
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 (2023)
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) (2023)
George Eskandar, Diandian Guo, Karim Guirguis, Bin Yang
Towards Pragmatic Semantic Image Synthesis for Urban Scenes. CoRR (2023)
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)
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)
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 (2023)
George Eskandar, Shuai Zhang, Mohamed Abdelsamad, Mark Youssef, Diandian Guo, Bin Yang
A Semi-Paired Approach For Label-to-Image Translation. CoRR (2023)
Mario Döbler, Robert A. Marsden, Bin Yang
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation. CVPR (2023)
Sherif Abdulatif, Ruizhe Cao, Bin Yang
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement. CoRR (2022)
Mohamed Amine ben Salem, Karim Said Barsim, Bin Yang
Variation-based Cause Effect Identification. CoRR (2022)
Felix Wiewel, Alexander Bartler, Bin Yang
Dirichlet Prior Networks for Continual Learning. IJCNN (2022)
Karim Guirguis, George Eskandar, Matthias Kayser, Bin Yang, Jürgen Beyerer
Few-Shot Object Detection in Unseen Domains. CoRR (2022)
Alexander Bartler, Florian Bender, Felix Wiewel, Bin Yang
TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision. IJCNN (2022)
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)
Robert A. Marsden, Felix Wiewel, Mario Döbler, Yang Yang, Bin Yang
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer. CoRR (2022)
Ruizhe Cao, Sherif Abdulatif, Bin Yang
CMGAN: Conformer-based Metric GAN for Speech Enhancement. CoRR (2022)
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 (2022)
Alexander Bartler, Andre Bühler, Felix Wiewel, Mario Döbler, Bin Yang
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption. AISTATS (2022)
George Eskandar, Janaranjani Palaniswamy, Karim Guirguis, Barath Somashekar, Bin Yang
GLPU: A Geometric Approach For Lidar Pointcloud Upsampling. CoRR (2022)
Tobias Haueise, Annika Liebgott, Bin Yang
A Comparative Study on the Potential of Unsupervised Deep Learning-based Feature Selection in Radiomics. EMBC (2022)
Marc Fischer, Alexander Bartler, Bin Yang
Prompt Tuning for Parameter-efficient Medical Image Segmentation. CoRR (2022)
Mario Döbler, Robert A. Marsden, Bin Yang
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation. CoRR (2022)
George Eskandar, Mohamed Abdelsamad, Karim Armanious, Shuai Zhang, Bin Yang
Wavelet-Based Unsupervised Label-to-Image Translation. ICASSP (2022)
Robert A. Marsden, Mario Döbler, Bin Yang
Gradual Test-Time Adaptation by Self-Training and Style Transfer. CoRR (2022)
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)
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 (2022)
Robert A. Marsden, Alexander Bartler, Mario Döbler, Bin Yang
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation. IJCNN (2022)
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)
Yiwen Liao, Bin Yang
To Generalize or Not to Generalize: Towards Autoencoders in One-Class Classification. IJCNN (2022)
Karim Guirguis, George Eskandar, Matthias Kayser, Bin Yang, Juergen Beyerer
Few-Shot Object Detection in Unseen Domains. SITIS (2022)
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) (2021)
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) (2021)
Sherif Abdulatif, Karim Armanious, Jayasankar T. Sajeev, Karim Guirguis, Bin Yang
Investigating Cross-Domain Losses for Speech Enhancement. EUSIPCO (2021)
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 (2021)
Alexander Bartler, Andre Bühler, Felix Wiewel, Mario Döbler, Bin Yang
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption. CoRR (2021)
Felix Wiewel, Bin Yang
Condensed Composite Memory Continual Learning. CoRR (2021)
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)
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 (2021)
Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang
Uncertainty-Based Biological Age Estimation of Brain MRI Scans. ICASSP (2021)
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)
Yiwen Liao, Raphaël Latty, Bin Yang
Feature Selection Using Batch-Wise Attenuation and Feature Mask Normalization. IJCNN (2021)
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 (2021)
Felix Wiewel, Bin Yang
Condensed Composite Memory Continual Learning. IJCNN (2021)
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 (2021)
Florian Liebgott, Annika Liebgott, Bin Yang
Towards Combined Event Detection and Classification for Non-Intrusive Load Monitoring Using Convolutional Neural Networks. EUSIPCO (2021)
Karim Armanious, Sherif Abdulatif, Wenbin Shi, Tobias Hepp, Sergios Gatidis, Bin Yang
Uncertainty-Based Biological Age Estimation of Brain MRI Scans. CoRR (2021)
Kanil Patel, William H. Beluch, Bin Yang, Michael Pfeiffer, Dan Zhang
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning. ICLR (2021)
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) (2021)
Yiwen Liao, Abdullah Yeaser, Bin Yang, James Tung, Ehsan Hashemi
Unsupervised fault detection and recovery for intelligent robotic rollators. Robotics Auton. Syst. 146 (2021)
George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang
USIS: Unsupervised Semantic Image Synthesis. CoRR (2021)
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 (2021)
Yiwen Liao, Alexander Bartler, Bin Yang
Anomaly Detection Based on Selection and Weighting in Latent Space. CoRR (2021)
Yiwen Liao, Alexander Bartler, Bin Yang
Anomaly Detection Based on Selection and Weighting in Latent Space. CASE (2021)
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 (2021)
Robert A. Marsden, Alexander Bartler, Mario Döbler, Bin Yang
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation. CoRR (2021)
Yiwen Liao, Raphaël Latty, Bin Yang
Feature Selection Using Batch-Wise Attenuation and Feature Mask Normalization. CoRR (2020)
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 (2020)
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)
Gor Hakobyan, Michael Ulrich, Bin Yang
OFDM-MIMO Radar With Optimized Nonequidistant Subcarrier Interleaving. IEEE Trans. Aerosp. Electron. Syst. 56 (1) (2020)
Kanil Patel, William Beluch, Bin Yang, Michael Pfeiffer, Dan Zhang
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning. CoRR (2020)
Kanil Patel, William Beluch, Dan Zhang, Michael Pfeiffer, Bin Yang
On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration. ICPR (2020)
Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang
ipA-MedGAN: Inpainting of Arbitrary Regions in Medical Imaging. ICIP (2020)
Alexander Bartler, Darius Hinderer, Bin Yang
Grad-LAM: Visualization of Deep Neural Networks for Unsupervised Learning. EUSIPCO (2020)
Patrick Schlachter, Yiwen Liao, Bin Yang
Deep Open Set Recognition Using Dynamic Intra-class Splitting. SN Comput. Sci. 1 (2) (2020)
Faezeh Fallah, Felix Wiewel, Bin Yang
Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph. EUSIPCO (2020)
Faezeh Fallah, Bin Yang
Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction. ICASSP (2020)
Karim Guirguis, Christoph Schorn, Andre Guntoro, Sherif Abdulatif, Bin Yang
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks. CoRR (2020)
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 (2020)
Karim Armanious, Aastha Tanwar, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts. ISBI (2020)
Gor Hakobyan, Karim Armanious, Bin Yang
Interference-Aware Cognitive Radar: A Remedy to the Automotive Interference Problem. IEEE Trans. Aerosp. Electron. Syst. 56 (3) (2020)
Felix Wiewel, Bin Yang
Entropy-based Sample Selection for Online Continual Learning. EUSIPCO (2020)
Sherif Abdulatif, Karim Armanious, Jayasankar T. Sajeev, Karim Guirguis, Bin Yang
Investigating Cross-Domain Losses for Speech Enhancement. CoRR (2020)
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 (2020)
Felix Wiewel, Andreas Brendle, Bin Yang
Continual Learning Through One-Class Classification Using VAE. ICASSP (2020)
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)
Sherif Abdulatif, Karim Armanious, Karim Guirguis, Jayasankar T. Sajeev, Bin Yang
AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks. EUSIPCO (2020)
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)
Karim Guirguis, Christoph Schorn, Andre Guntoro, Sherif Abdulatif, Bin Yang
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks. EUSIPCO (2020)
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)
Felix Wiewel, Bin Yang
Continual Learning for Anomaly Detection with Variational Autoencoder. ICASSP (2019)
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 (2019)
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) (2019)
Karim Armanious, Youssef Mecky, Sergios Gatidis, Bin Yang
Adversarial Inpainting of Medical Image Modalities. ICASSP (2019)
Karim Armanious, Aastha Tanwar, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts. CoRR (2019)
Patrick Schlachter, Yiwen Liao, Bin Yang
Open-Set Recognition Using Intra-Class Splitting. EUSIPCO (2019)
Sherif Abdulatif, Karim Armanious, Fady Aziz, Urs Schneider, Bin Yang
An Adversarial Super-Resolution Remedy for Radar Design Trade-offs. CoRR (2019)
Karim Armanious, Sherif Abdulatif, Fady Aziz, Urs Schneider, Bin Yang
An Adversarial Super-Resolution Remedy for Radar Design Trade-offs. EUSIPCO (2019)
Kanil Patel, William Beluch, Dan Zhang, Michael Pfeiffer, Bin Yang
On-manifold Adversarial Data Augmentation Improves Uncertainty Calibration. CoRR (2019)
Patrick Schlachter, Bin Yang
Active Learning for One-Class Classification Using Two One-Class Classifiers. CoRR (2019)
Karim Armanious, Sergios Gatidis, Konstantin Nikolaou, Bin Yang, Thomas Kustner
Retrospective Correction Of Rigid And Non-Rigid MR Motion Artifacts Using Gans. ISBI (2019)
Felix Wiewel, Bin Yang
Localizing Catastrophic Forgetting in Neural Networks. CoRR (2019)
Karim Armanious, Vijeth Kumar, Sherif Abdulatif, Tobias Hepp, Sergios Gatidis, Bin Yang
ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bin Yang