Belagiannis, Vasileios

26 publications

TMLR 2026 The Confusion Is Real: GRAPHIC - A Network Science Approach to Confusion Matrices in Deep Learning Johanna S. Fröhlich, Bastian Heinlein, Jan U. Claar, Hans Rosenberger, Vasileios Belagiannis, Ralf R. Müller

TMLR 2025 Dextr: Zero-Shot Neural Architecture Search with Singular Value Decomposition and Extrinsic Curvature Rohan Asthana, Joschua Conrad, Maurits Ortmanns, Vasileios Belagiannis

WACV 2025 Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation Michele De Vita, Vasileios Belagiannis

TMLR 2025 Maximising the Utility of Validation Sets for Imbalanced Noisy-Label Meta-Learning Hoang Anh Dung, Cuong C. Nguyen, Vasileios Belagiannis, Thanh-Toan Do, Gustavo Carneiro

CoLLAs 2024 Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation Amir El-Ghoussani, Julia Hornauer, Gustavo Carneiro, Vasileios Belagiannis

ECCV 2024 ItTakesTwo: Leveraging Peer Representations for Semi-Supervised LiDAR Semantic Segmentation Yuyuan Liu, Yuanhong Chen, Hu Wang, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro

TMLR 2024 Multi-Conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana, Joschua Conrad, Youssef Dawoud, Maurits Ortmanns, Vasileios Belagiannis

WACV 2023 Heatmap-Based Out-of-Distribution Detection Julia Hornauer, Vasileios Belagiannis

WACV 2023 Knowing What to Label for Few Shot Microscopy Image Cell Segmentation Youssef Dawoud, Arij Bouazizi, Katharina Ernst, Gustavo Carneiro, Vasileios Belagiannis

ICCV 2023 Out-of-Distribution Detection for Monocular Depth Estimation Julia Hornauer, Adrian Holzbock, Vasileios Belagiannis

ICCV 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 Reid, Gustavo Carneiro

ICCVW 2023 SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation Youssef Dawoud, Gustavo Carneiro, Vasileios Belagiannis

CVPR 2022 ACPL: Anti-Curriculum Pseudo-Labelling for Semi-Supervised Medical Image Classification Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis, Gustavo Carneiro

ECCVW 2022 Gesture Recognition with Keypoint and Radar Stream Fusion for Automated Vehicles Adrian Holzbock, Nicolai Kern, Christian Waldschmidt, Klaus Dietmayer, Vasileios Belagiannis

ECCV 2022 Gradient-Based Uncertainty for Monocular Depth Estimation Julia Hornauer, Vasileios Belagiannis

IJCAI 2022 MotionMixer: MLP-Based 3D Human Body Pose Forecasting Arij Bouazizi, Adrian Holzbock, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis

CVPR 2022 Perturbed and Strict Mean Teachers for Semi-Supervised Semantic Segmentation Yuyuan Liu, Yu Tian, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro

CoRL 2021 Anomaly Detection in Multi-Agent Trajectories for Automated Driving Julian Wiederer, Arij Bouazizi, Marco Troina, Ulrich Kressel, Vasileios Belagiannis

WACV 2021 EvidentialMix: Learning with Combined Open-Set and Closed-Set Noisy Labels Ragav Sachdeva, Filipe R. Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro

ICCVW 2021 Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware Julia Hornauer, Lazaros Nalpantidis, Vasileios Belagiannis

ECML-PKDD 2020 Few-Shot Microscopy Image Cell Segmentation Youssef Dawoud, Julia Hornauer, Gustavo Carneiro, Vasileios Belagiannis

ECCVW 2018 Adversarial Network Compression Vasileios Belagiannis, Azade Farshad, Fabio Galasso

ICCV 2015 Robust Optimization for Deep Regression Vasileios Belagiannis, Christian Rupprecht, Gustavo Carneiro, Nassir Navab

CVPR 2014 3D Pictorial Structures for Multiple Human Pose Estimation Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab, Slobodan Ilic

ECCVW 2014 Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures Vasileios Belagiannis, Xinchao Wang, Bernt Schiele, Pascal Fua, Slobodan Ilic, Nassir Navab

ECCV 2012 Segmentation Based Particle Filtering for Real-Time 2D Object Tracking Vasileios Belagiannis, Falk Schubert, Nassir Navab, Slobodan Ilic