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Bin 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 — 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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2020 – today
- 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) - [c154]Martin Wimpff, Mario Döbler, Bin Yang:
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding. BCI 2024: 1-6 - [c153]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 - [c152]Robert A. Marsden, Mario Döbler, Bin Yang:
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction. WACV 2024: 2543-2553 - [i71]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) - [i70]Pascal Schlachter, Bin Yang:
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation. CoRR abs/2401.17728 (2024) - [i69]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) - [i68]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) - 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) - [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 - [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
- [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 - [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
- [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) - [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 - [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
- [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) - [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]