Vasileios Belagiannis

According to our database, Vasileios Belagiannis authored at least 85 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-conditioned Graph Diffusion for Neural Architecture Search.

Rohan Asthana, Joschua Conrad, Youssef Dawoud, Maurits Ortmanns, Vasileios Belagiannis

Trans. Mach. Learn. Res., 2024

Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation.

Amir El-Ghoussani, Julia Hornauer, Gustavo Carneiro, Vasileios Belagiannis

CoRR, 2024

Confidence Estimation and Boosting for Dynamic-Comparator Transient-Noise Analysis.

Joschua Conrad, John G. Kauffman, Simon Wilhelmstätter, Rohan Asthana, Vasileios Belagiannis, Maurits Ortmanns

Proceedings of the 22nd IEEE Interregional NEWCAS Conference, 2024

Infrastructure-based Perception with Cameras and Radars for Cooperative Driving Scenarios.

Alexander Tsaregorodtsev, Michael Buchholz, Vasileios Belagiannis

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation.

Yuyuan Liu, Yuanhong Chen, Hu Wang, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro

Proceedings of the Computer Vision - ECCV 2024, 2024

Too-Hot-to-Handle: Insights into Temperature and Noise Hyperparameters for Differentiable Neural-Architecture-Searches.

Joschua Conrad, Simon Wilhelmstätter, Rohan Asthana, Vasileios Belagiannis, Maurits Ortmanns

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

ParticleAugment: Sampling-based data augmentation.

Alexander Tsaregorodtsev, Vasileios Belagiannis

Comput. Vis. Image Underst., February, 2023

ScanMix: Learning from Severe Label Noise via Semantic Clustering and Semi-Supervised Learning.

Ragav Sachdeva, Filipe Rolim Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro

Pattern Recognit., 2023

LongReMix: Robust learning with high confidence samples in a noisy label environment.

Filipe R. Cordeiro, Ragav Sachdeva, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro

Pattern Recognit., 2023

Heatmap-based Out-of-Distribution Detection.

Julia Hornauer, Vasileios Belagiannis

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Knowing What to Label for Few Shot Microscopy Image Cell Segmentation.

Youssef Dawoud, Arij Bouazizi, Katharina Ernst, Gustavo Carneiro, Vasileios Belagiannis

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Automated Static Camera Calibration with Intelligent Vehicles.

Alexander Tsaregorodtsev, Adrian Holzbock, Jan Strohbeck, Michael Buchholz, Vasileios Belagiannis

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

RESET: Revisiting Trajectory Sets for Conditional Behavior Prediction.

Julian Schmidt, Pascal Huissel, Julian Wiederer, Julian Jordan, Vasileios Belagiannis, Klaus Dietmayer

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Pedestrian Environment Model for Automated Driving.

Adrian Holzbock, Alexander Tsaregorodtsev, Vasileios Belagiannis

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Joint Out-of-Distribution Detection and Uncertainty Estimation for Trajectory Prediction.

Julian Wiederer, Julian Schmidt, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis

IROS, 2023

SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation.

Youssef Dawoud, Gustavo Carneiro, Vasileios Belagiannis

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation.

Yuyuan Liu, Choubo Ding, Yu Tian, Guansong Pang, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Out-of-Distribution Detection for Monocular Depth Estimation.

Julia Hornauer, Adrian Holzbock, Vasileios Belagiannis

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Automated Automotive Radar Calibration with Intelligent Vehicles.

Alexander Tsaregorodtsev, Michael Buchholz, Vasileios Belagiannis

Proceedings of the 31st European Signal Processing Conference, 2023

Data-Free Backbone Fine-Tuning for Pruned Neural Networks.

Adrian Holzbock, Achyut Hegde, Klaus Dietmayer, Vasileios Belagiannis

Proceedings of the 31st European Signal Processing Conference, 2023

Localizing Spatial Information in Neural Spatiospectral Filters.

Annika Briegleb, Thomas Haubner, Vasileios Belagiannis, Walter Kellermann

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning.

Dung Anh Hoang, Cuong Nguyen, Vasileios Belagiannis, Gustavo Carneiro

CoRR, 2022

Translation Consistent Semi-supervised Segmentation for 3D Medical Images.

Yuyuan Liu, Yu Tian, Chong Wang, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro

CoRR, 2022

NVUM: Non-volatile Unbiased Memory for Robust Medical Image Classification.

Fengbei Liu, Yuanhong Chen, Yu Tian, Yuyuan Liu, Chong Wang, Vasileios Belagiannis, Gustavo Carneiro

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation.

Azade Farshad, Anastasia Makarevich, Vasileios Belagiannis, Nassir Navab

Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022

Edge-Based Self-supervision for Semi-supervised Few-Shot Microscopy Image Cell Segmentation.

Youssef Dawoud, Katharina Ernst, Gustavo Carneiro, Vasileios Belagiannis

Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022

A Multi-Task Recurrent Neural Network for End-to-End Dynamic Occupancy Grid Mapping.

Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

A Spatio-Temporal Multilayer Perceptron for Gesture Recognition.

Adrian Holzbock, Alexander Tsaregorodtsev, Youssef Dawoud, Klaus Dietmayer, Vasileios Belagiannis

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

A Benchmark for Unsupervised Anomaly Detection in Multi-Agent Trajectories.

Julian Wiederer, Julian Schmidt, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Extrinsic Camera Calibration with Semantic Segmentation.

Alexander Tsaregorodtsev, Johannes Müller, Jan Strohbeck, Martin Herrmann, Michael Buchholz, Vasileios Belagiannis

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

MotionMixer: MLP-based 3D Human Body Pose Forecasting.

Arij Bouazizi, Adrian Holzbock, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Lightweight Monocular Depth Estimation through Guided Decoding.

Michael Rudolph, Youssef Dawoud, Ronja Güldenring, Lazaros Nalpantidis, Vasileios Belagiannis

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Gradient-Based Uncertainty for Monocular Depth Estimation.

Julia Hornauer, Vasileios Belagiannis

Proceedings of the Computer Vision - ECCV 2022, 2022

Gesture Recognition with Keypoint and Radar Stream Fusion for Automated Vehicles.

Adrian Holzbock, Nicolai Kern, Christian Waldschmidt, Klaus Dietmayer, Vasileios Belagiannis

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification.

Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis, Gustavo Carneiro

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation.

Yuyuan Liu, Yu Tian, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs.

Osman Ülger, Julian Wiederer, Mohsen Ghafoorian, Vasileios Belagiannis, Pascal Mettes

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets.

Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Vasileios Belagiannis, Sikandar Amin, Alessio Del Bue, Marco Cristani, Fabio Galasso

IEEE Trans. Pattern Anal. Mach. Intell., 2021

ACPL: Anti-curriculum Pseudo-labelling forSemi-supervised Medical Image Classification.

Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis, Gustavo Carneiro

CoRR, 2021

Noisy Label Learning for Large-scale Medical Image Classification.

Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro

CoRR, 2021

Point Transformer.

Nico Engel, Vasileios Belagiannis, Klaus Dietmayer

IEEE Access, 2021

EvidentialMix: Learning with Combined Open-set and Closed-set Noisy Labels.

Ragav Sachdeva, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification.

Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Attention-based Vehicle Self-Localization with HD Feature Maps.

Nico Engel, Vasileios Belagiannis, Klaus Dietmayer

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Dynamic Occupancy Grid Mapping with Recurrent Neural Networks.

Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Nonlinearity Modeling for Mixed-Signal Inference Accelerators in Training Frameworks.

Joschua Conrad, Biyi Jiang, Paul Kässer, Vasileios Belagiannis, Maurits Ortmanns

Proceedings of the 28th IEEE International Conference on Electronics, 2021

Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware.

Julia Hornauer, Lazaros Nalpantidis, Vasileios Belagiannis

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry.

Arij Bouazizi, Julian Wiederer, Ulrich Kressel, Vasileios Belagiannis

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Anomaly Detection in Multi-Agent Trajectories for Automated Driving.

Julian Wiederer, Arij Bouazizi, Marco Troina, Ulrich Kressel, Vasileios Belagiannis

Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels.

Filipe Rolim Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Learning Temporal 3D Human Pose Estimation with Pseudo-Labels.

Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020

Special issue: 4th MICCAI workshop on deep learning in medical image analysis.

Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020

Few-Shot Microscopy Image Cell Segmentation.

Youssef Dawoud, Julia Hornauer, Gustavo Carneiro, Vasileios Belagiannis

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

DeepCLR: Correspondence-Less Architecture for Deep End-to-End Point Cloud Registration.

Markus Horn, Nico Engel, Vasileios Belagiannis, Michael Buchholz, Klaus Dietmayer

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Traffic Control Gesture Recognition for Autonomous Vehicles.

Julian Wiederer, Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Multiple Trajectory Prediction with Deep Temporal and Spatial Convolutional Neural Networks.

Jan Strohbeck, Vasileios Belagiannis, Johannes Müller, Marcel Schreiber, Martin Herrmann, Daniel Wolf, Michael Buchholz

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Motion Estimation in Occupancy Grid Maps in Stationary Settings Using Recurrent Neural Networks.

Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Deep Learning versus High-order Recurrent Neural Network based Decoding for Convolutional Codes.

Werner G. Teich, Ruiqi Liu, Vasileios Belagiannis

Proceedings of the IEEE Global Communications Conference, 2020

Adversarial Signal Denoising with Encoder-Decoder Networks.

Leslie Casas, Attila Klimmek, Nassir Navab, Vasileios Belagiannis

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Few-Shot Meta-Denoising.

Leslie Casas, Gustavo Carneiro, Nassir Navab, Vasileios Belagiannis

CoRR, 2019

Editorial.

Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019

DeepLocalization: Landmark-based Self-Localization with Deep Neural Networks.

Nico Engel, Stefan Hoermann, Markus Horn, Vasileios Belagiannis, Klaus Dietmayer

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

LACI: Low-effort Automatic Calibration of Infrastructure Sensors.

Johannes Müller, Martin Herrmann, Jan Strohbeck, Vasileios Belagiannis, Michael Buchholz

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Adversarial Signal Denoising with encoder-decoder networks.

Leslie Casas, Nassir Navab, Vasileios Belagiannis

CoRR, 2018

1st MICCAI workshop on deep learning in medical image analysis.

Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018

Convolutional neural networks for real-time epileptic seizure detection.

Felix Achilles, Federico Tombari, Vasileios Belagiannis, Anna Mira Loesch, Soheyl Noachtar, Nassir Navab

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018

Adversarial Network Compression.

Vasileios Belagiannis, Azade Farshad, Fabio Galasso

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Recurrent Human Pose Estimation.

Vasileios Belagiannis, Andrew Zisserman

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images.

Shadi Albarqouni, Christoph Baur, Felix Achilles, Vasileios Belagiannis, Stefanie Demirci, Nassir Navab

IEEE Trans. Medical Imaging, 2016

3D Pictorial Structures Revisited: Multiple Human Pose Estimation.

Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab, Slobodan Ilic

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Parsing human skeletons in an operating room.

Vasileios Belagiannis, Xinchao Wang, Horesh Ben Shitrit, Kiyoshi Hashimoto, Ralf Stauder, Yoshimitsu Aoki, Michael Kranzfelder, Armin Schneider, Pascal Fua, Slobodan Ilic, Hubertus Feussner, Nassir Navab

Mach. Vis. Appl., 2016

Real-time localization of articulated surgical instruments in retinal microsurgery.

Nicola Rieke, David Joseph Tan, Chiara Amat di San Filippo, Federico Tombari, Mohamed Alsheakhali, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab

Medical Image Anal., 2016

Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences.

Christoph Baur, Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita

Int. J. Comput. Assist. Radiol. Surg., 2016

Deeper Depth Prediction with Fully Convolutional Residual Networks.

Iro Laina, Christian Rupprecht, Vasileios Belagiannis, Federico Tombari, Nassir Navab

Proceedings of the Fourth International Conference on 3D Vision, 2016

2015

Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery.

Nicola Rieke, David Joseph Tan, Mohamed Alsheakhali, Federico Tombari, Chiara Amat di San Filippo, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Random ferns for multiple target tracking in microscopic retina image sequences.

Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Anatomic-landmark detection using graphical context modelling.

Lichao Wang, Vasileios Belagiannis, Carsten Marr, Fabian J. Theis, Guang-Zhong Yang, Nassir Navab

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Revisiting Robust Visual Tracking Using Pixel-Wise Posteriors.

Falk Schubert, Daniele Casaburo, Dirk Dickmanns, Vasileios Belagiannis

Proceedings of the Computer Vision Systems - 10th International Conference, 2015

Robust Optimization for Deep Regression.

Vasileios Belagiannis, Christian Rupprecht, Gustavo Carneiro, Nassir Navab

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Fully Automatic Catheter Localization in C-Arm Images Using ℓ1-Sparse Coding.

Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures.

Vasileios Belagiannis, Xinchao Wang, Bernt Schiele, Pascal Fua, Slobodan Ilic, Nassir Navab

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

3D Pictorial Structures for Multiple Human Pose Estimation.

Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab, Slobodan Ilic

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Holistic Human Pose Estimation with Regression Forests.

Vasileios Belagiannis, Christian Amann, Nassir Navab, Slobodan Ilic

Proceedings of the Articulated Motion and Deformable Objects, 2014

2012

Segmentation Based Particle Filtering for Real-Time 2D Object Tracking.

Vasileios Belagiannis, Falk Schubert, Nassir Navab, Slobodan Ilic

Proceedings of the Computer Vision - ECCV 2012, 2012

2009

The Vision System of the ACROBOTER Project.

Rigas Kouskouridas, Nikolaos Kyriakoulis, Dimitrios Chrysostomou, Vasileios Belagiannis, Spyridon G. Mouroutsos, Antonios Gasteratos

Proceedings of the Intelligent Robotics and Applications, Second International Conference, 2009